Abstract
The well-known inequality
is usually attributed (cf. e.g., [35], [36]) to Nobel Laureate and Academician Leonid Vitalévich Kantorovich (1912–1986) for the inequality he established in 1948 in a long survey article (in Russian) on “Functional Analysis and Applied Mathematics” ([111], pp. 142–144; [112], pp. 106–107). In (1) x is a real n х 1 vector and A is a real n х n symmetric positive definite matrix, with λ1 and λn, respectively, its (fixed) largest and smallest, necessarily positive, eigenvalues. (All matrices and vectors in this paper are real.)
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References
M. Alić, B. Mond, J. Pečarić, and V. Volenec. The arithmetic—geometric—harmonic-mean and related matrix inequalities. Linear Algebra and Its Applications 264:55–62 (1997) [Zbl 980.01234].
Gülhan Alpargu. The Kantorovich Inequality,With Some Extensions and With Some Statistical Applications. MSc thesis, Dept. of Mathematics and Statistics, McGill University, Montréal (1996). (Includes English translations of Chen [51], Lin [126] and Schweitzer [234].)
Gülhan Alpargu, S. W. Drury and George P. H. Styan. Some remarks on the Bloomfield—Watson—Knott Inequality and on some other inequalities related to the Kantorovich Inequality. In Proceedings of the Conference in Honor of Shayle R. Searle, August 9–10, 1996, Biometrics Unit, Cornell University, Ithaca, New York, pp. 125–143 (1998).
Gülhan Alpargu and George P. H. Styan. Some remarks and a bibliography on the Kantorovich inequality. In Multidimensional Statistical Analysis and Theory of Random Matrices: Proceedings of the Sixth Eugene Lukacs Symposium, Bowling Green, OH, USA, March 29–30, 1996 (Arjun K. Gupta and Vyacheslav L. Girko, eds.), VSP International Science Publishers, Utrecht & Zeist (The Netherlands), pp. 1–13 (1996) [MR 98h:15033, Zbl 879.60015].
Gülhan Alpargu and George P. H. Styan. Research papers in Chinese on the Kantorovich and related inequalities. Image: Bulletin of the International Linear Algebra Society 17:12–13 (1996).
Gülhan Alpargu and George P. H. Styan. A third bibliography on the Frucht-Kantorovich inequality. In Three Bibliographies and a Guide (George P. H. Styan, ed.), Prepared for the Seventh International Workshop on Matrices and Statistics, (Fort Lauderdale, Florida, December 1998), Dept. of Mathematics and Statistics, McGill University, pp. 17–26 (1998).
T[heodore] W[ilbur] Anderson. On the theory of testing serial correlation. Skandinavisk Aktuarietidskrift 31:88–116 (1948) [MR 10:312f, Zbl 033.08001]. (Reprinted, with corrections and commentary, in The Collected Papers of T. W. Anderson: 1943–1985 (George P. H. Styan, ed.), Wiley, New York, vol. 1, pp. 61–89 (1990) [MR 91j:01064].)
T[heodore] W[ilbur] Anderson. The Statistical Analysis of Time Series. Wiley Classics Library [Reprint Edition]. Wiley, New York (1994) [Zbl 835.62074]. (Cf. §10.2, pp. 560–571. Original version: 1971 [MR 44:1169, Zbl 225.62108].)
Tsuyoshi Ando. Concavity of certain maps on positive definite matrices and applications to Hadamard products. Linear Algebra and Its Applications 26:203–241 (1979) [MR 80f:15023, Zbl 495.15018].
Tsuyoshi Ando. On the arithmetic—geometric—harmonic-mean inequalities for positive definite matrices. Linear Algebra and Its Applications 52/53:31–37 (1983) [MR 84j:15016, Zbl 516.15011].
Tsuyoshi Ando. Quasi-orders on the positive cone of a C*-algebra. Linear and Multilinear Algebra 41:81–94 (1996) [Zbl 870.46035].
Tsuyoshi Ando. Literatures on Matrix Inequalities and Hadamard Products. Technical Report, Faculty of Economics, Hokusei Gakuen University, Sapporo, Japan, ii + 21 pp., March 1998.
Tsuyoshi Ando. Operator-Theoretic Methods for Matrix Inequalities. Technical Report, Faculty of Economics, Hokusei Gakuen University, Sapporo, Japan, iv + 77 pp., March 1998.
D. Andrica and C. Badea. Grüss’ inequality for positive linear functionals. Periodica Mathematica Hungarica (Budapest) 19:155–167 (1988) [MR 89d:26018, Zbl 619.26011].
Barry C. Arnold and Narayanaswamy Balakrishnan. Relations, Bounds and Approximations for Order Statistics. Lecture Notes in Statistics, vol. 53. Springer-Verlag, Berlin (1989) [MR 90i:62061, Zbl 703.62064].
Zhaojun Bai and Gene H. Golub. Bounds for the trace of the inverse and the determinant of symmetric positive definite matrices. Annals of Numerical Mathematics (Amsterdam) 4:29–38 (1997) [MR 97k:65074, Zbl 883.15013].
Jerzy K. Baksalary and Simo Puntanen. Generalised matrix versions of the Cauchy-Schwarz and Kantorovich inequalities. Aequationes Mathematicae 41:103–110 (1991) [MR 91k:15038, Zbl 723.15017].
Jerzy K. Baksalary, Simo Puntanen and George P. H. Styan. On T. W. Anderson’s contributions to solving the problem of when the ordinary least-squares estimator is best linear unbiased and to characterizing rank additivity of matrices. In The Collected Papers of T. W. Anderson: 1943–1985 (George P. H. Styan, ed.), Wiley, New York, vol. 2, pp. 1579–1591 (1990).
Earl R. Barnes and Alan J. Hoffman. Bounds for the spectrum of normal matrices. Linear Algebra and Its Applications 201:79–90 (1994) [MR 95c:15037, Zbl 803.15016].
Flavio C. Bartmann and Peter Bloomfield. Inefficiency and correlation. Biometrika 68:67–71 (1981) [MR 83c:62093, Zbl 472.62073].
D. M. Bătineţu-Giurgiu. În legătură cu inegalitatea L. V. Kantorovici [in Romanian: “Connections with the inequality of L. V. Kantorovich”]. Gazeta Matematicā (Bucharest) 99(2):51–61 (1994) [Zbl 805.26014].
D. M. Bătineţu-Giurgiu, Maria Bătineţu-Giurgiu and Valentin Gârban. Analiza Matematicā-Exerciţii si Probleme [in Romanian: Mathematical Analysis—Exercises and Problems]. Editura Militarā, Bucharest (1992). (Cf. Problem 83. Cited as [7] in Bătineţu-Giurgiu [21].)
Friedrich L. Bauer. A further generalization of the Kantorovič inequality. Numerische Mathematik 3:117–119 (1961) [Zbl 099.24801].
Friedrich L. Bauer and Alston S. Householder. Some inequalities involving the euclidean condition of a matrix. Numerische Mathematik 2:308–311 (1960) [Zbl 104:34502].
Natália Bebiano, Joâo da Providencia and Chi-Kwong Li. Solution 18–4.1 to Problem 18–4: Bounds for a ratio of matrix traces (posed by Liu [133]). Image: Bulletin of the International Linear Algebra Society 20:23–25 (1998).
Eugen Beck. Komplementäre Ungleichungen bei vergleichbaren Mittelwerten [in German]. Monatshefte für Mathematik 73:289–308 (1969) [MR 41:3691, Zbl 181.33101].
Edwin F. Beckenbach. Review of Frucht [71]. Mathematical Reviews 4:286 (1943).
Edwin F. Beckenbach. On the inequality of Kantorovich. American Mathematical Monthly 71:606–619 (1964) [MR 29:5971, Zbl 126.28003].
Edwin F. Beckenbach and Richard Bellman. Inequalities. Ergebnisse der Mathematik und ihrer Grenzgebiete, vol. 30, Fourth [Revised] Printing. Springer-Verlag, Berlin (1983) [MR 33:236, Zbl 513.26003]. (Cf. pp. 44–45. Original version: 1961 [MR 28:1266, Zbl 097.26502].)
Abraham H. Bender. Problema N° 21.-Siendo x1, x2, x3,…xn, números positivos con la condición \( \sum {{x_i}} = k \),demostrar las desigualdades \( \sum\nolimits_{i = 1}^n {x_i^2} \geqslant {k^2}/n,\sum\nolimits_{i = 1}^n {1/{x_i}} \geqslant {n^2}/k:{1^o} \) Solución [in Spanish]. Mathematicsæ Notæ- Boletin del Instituto de Matemática (Rosario) 2:195–197 (1942). (Translated into English, together with Frucht [71], Levi [123] and Saleme [229], as Appendix A of Watson, Alpargu and Styan [266].)
Rajendra Bhatia and Chandler Davis. More matrix forms of the arithmetic-geometric mean inequality. SIAM Journal on Matrix Analysis and Applications 14:132–136 (1993) [MR 94b:15017, Zbl 767.15012].
Mieczyslaw Biernacki, H. Pidek and Czeslaw Ryll-Nardzewski. Sur une inégalité entre des intégrales définies [in French]. Annales Universitatis Mariae Curie-Sklodowska, Sectio A: Mathematica (Lublin) 4:1–4 (1950) [MR 13:118a, Zbl 040.31904].
Peter Bloomfield and Geoffrey S. Watson. The inefficiency of least squares. Biometrika 62:121–128 (1975) [MR 51:9377, Zbl 308.62056].
James V. Bondar. Comments on and complements to: Inequalities: Theory of Majorization and its Applications [Academic Press, New York, 1979] by A. W. Marshall and I. Olkin [162]. Linear Algebra and Its Applications 199:115–130 (1994) [MR 95c:00001, Zbl 793.26014].
Ephraim J. Borowski and Jonathan M. Borwein. Dictionary of Mathematics. With the assistance of J. F. Bowers, A. Robertson and M. McQuillan. HarperCollins, London (1989) [MR 94b:00008].
Jonathan [M]. Borwein, Carolyn Watters, and Ephraim [J]. Borowski. The MathResource Interactive Math Dictionary on CD-ROM. MathResources Inc., Halifax, Nova Scotia, and Springer-Verlag, Berlin (1997) [Zbl 884.00004].
V[iktor Yakovlevich] Bouniakowsky [Buniakovski, Bunyakovsky]. Sur quelques inégalités concernant les intégrales ordinaires et les intégrales aux différences finies [in French]. Mémoires de l’Académie Impériale des Sciences de St.-Pétersbourg, Septième Série,vol. 1, no. 9, pp. 1–18 (1859). (Cf. pp. 3–4.)
Alfred Brauer and A. C. Mewborn. The greatest distance between two characteristic roots of a matrix. Duke Mathematical Journal 26:653–661 (1959) [MR 22:10997, Zbl 095.01202].
H[ugh] D[aniel] Brunk. Note on two papers of K. R. Nair. Journal of the Indian Society of Agricultural Statistics, 11:186–189 (1959).
Wolfgang J. Bühler. Two proofs of the Kantorovich inequality and some generalizations [in English]. Revista Colombiana de Matemáticas 21:147–154 (1987) [MR 89k:15027, Zbl 656.60030].
Peter S. Bullen. A chapter on inequalities. Mathematical Medley (Singapore) 21(2):48–69 (1993) [MR 95e:26021, Zbl 805.26016].
Peter S. Bullen, Dragoslav S. Mitrinović and Petar M. Vasić. Means and Their Inequalities [in English]. Revised and Updated Edition. Mathematics and Its Applications: East European Series, vol. 31. D. Reidel, Dordrecht (1988) [MR 89d:26003, Zbl 687.26005]. (Cf. pp. 201–209. Original version: Sredine i sa Njima Povezane Nejednakosti [in Serbo-Croatian] 1977 [MR 80b:26001, Zbl 422.26009].)
G. T. Cargo. An elementary, unified treatment of complementary inequalities. In Inequalities-III: Proceedings of the Third Symposium on Inequalities held at the University of California, Los Angeles, September 1–9, 1969 (Oved Shisha, ed.), Academic Press, New York, pp. 39–63 (1972) [Zbl 306:26010].
G. T. Cargo and Oved Shisha. Bounds on ratios of means. Journal of Research of the National Bureau of Standards: Section B,Mathematics and Mathematical Physics 66B:169–170 (1962) [Zbl 113:27102].
J[ohn] W[illiam] S[cott] Cassels. Appendix 1: A proof of the inequality (3.3.2). In Watson [260], pp. 138–139 (1951). (Appendix published as Cassels [46].)
J[ohn] W[illiam] S[cott] Cassels. Appendix: A proof of the inequality (3.2). In Watson [261], pp. 340–341 (1955). (Original version: Cassels [45].)
[Baron] Augustin-Louis Cauchy. Note II: Sur les formules qui résultent de l’emploi du signe > ou <, et sur les moyennes entre plusieurs quantités [in French]. In Cours d’Analyse de l’École Royale Polytechnique, Première Partie: Analyse Algébrique. L’Imprimerie Royale Chez Debure Frères, Libraires du Roi et de la Bibliothèque du Roi, Paris, pp. 360–377 (1821). (Cf. pp. 373374. Reprinted in Œuvres Complètes d’Augustin Cauchy, Publiées sous la direction scientifique de l’Académie des Sciences et sous les auspices de M. le Ministre de l’Instruction Publique, Seconde Série: Mémoires Divers et Ouvrages, Gauthier-Villars, Paris, vol. 3 (Mémoires publiés en corps d’ouvrage), pp. 360–377 (1897).)
Sin-Chung Chang. On the product of convex combinations and the Kantorovich inequality. Linear Algebra and Its Applications 93:9–38 (1987) [MR 88d:15023, Zbl 626.15013].
Yu-Chi Chang and Chun-Tu Lin. A generalization of Kantorovich’s inequality with application to the measurement of inefficiency of least squares. Report B-84–6, Institute of Statistics, Academia Sinica, Taipei, Taiwan (1984).
Jianbao Chen and T. Chen. The error ratio efficiency of the mean square in the general Gauss—Markov model. In Proceedings of the Fourth China—Japan Symposium on Statistics (Kunming, China), vol. 4, pp. 17–19 (year not known).
Yong-Lin Chen. A simpler proof of Kantorovich’s inequality and of a generalization of it [in Chinese]. Shuxue de Shijian yu Renshi / Mathematics in Practice and Theory (Beijing) 1987(4):78–79 (1987) [MR 89c:26033]. (Translated into English as Appendix C of [2].)
Chiou-Wen Chiang. On a generalization of the Wielandt inequality [in English]. Soochow Journal of Mathematics (Taipei) 21:117–120 (1995) [MR 95m:47029, Zbl 824.15018].
Achim Clausing. Kantorovich-type inequalities. American Mathematical Monthly 89:314 & 327–330 (1982) [MR 83g:26026, Zbl 491.26009].
Salvatore Coen. Beppo Levi: la vita [in Italian]. In Seminari di Geometria 1991–1993 (Salvatore Coen, ed.), Dipartimento di Matematica, Università degli Studi di Bologna, pp. 193–232 (1994) [MR 95c:01034, Zbl 795.01022].
Noel Cressie. M-estimation in the presence of unequal scale. Statistica Neerlandica 34:19–32 (1980) [MR 81i:62067, Zbl 428.62002].
Daniel Culea. Inegalitāţile lui P. Schweitzer şi L. B. Kantorovici, aplicaţii [in Romanian: “Inequalities of P. Schweitzer and L. V. Kantorovich: applications”]. Gazeta Matematicā (Bucharest) “Seria Metodicá no. 2, pp. 62–70 (1991)”. (Cited as [9] in Bătineţu-Giurgiu [21].)
Malaya Das Gupta and Kali Charan Das. A closer look at the Kantorovich inequality. Journal of Mathematical and Physical Sciences (Madras) 27:335–346 (1993) [MR 95m:47030, Zbl 817.47021].
Herbert A. David. Studentised range. In Encyclopedia of Statistical Sciences, Volume 9: Strata Chart to Zyskind—Martin Models; Cumulative Index, Volumes 1–9 (Samuel Kotz, Norman L. Johnson and Campbell B. Read, eds.), Wiley, New York, pp. 39–43.
Chandler Davis. Extending the Kantorovič inequality to normal matrices. Linear Algebra and Its Applications 31:173–177 (1980) [MR 81g:15020, Zbl 434.15004].
Joaquín Basilio Diaz, Alan J. Goldman and Frederic T. Metcalf. Equivalence of certain inequalities complementing those of Cauchy—Schwarz and Hölder. Journal of Research of the National Bureau of Standards: Section B, Mathematics and Mathematical Physics 68B:147–149 (1964) [MR 31:295, Zbl 125.03001].
Joaquín Basilio Diaz and Frederic T. Metcalf. Stronger forms of a class of inequalities of G. Pólya—G. Szegö, and L. V. Kantorovich. Bulletin of the American Mathematical Society 69:415–418 (1963) [MR 26:3846, Zbl 129.26904].
Joaquín Basilio Diaz and Frederic T. Metcalf. Complementary inequalities I: Inequalities complementary to Cauchy’s inequality for sums of real numbers. Journal of Mathematical Analysis and Applications 9:59–74 (1964) [MR 30:4879, Zbl 135.34702]. (Published in part as [66].)
Joaquín Basilio Diaz and Frederic T. Metcalf. Complementary inequalities, II: Inequalities complementary to the Buniakowsky-Schwarz inequality for integrals. Journal of Mathematical Analysis and Applications 9:278–293 (1964) [MR 30:4880, Zbl 135.34702].
Joaquín Basilio Diaz and Frederic T. Metcalf. Complementary inequalities, IV: Inequalities complementary to Cauchy’s inequality for sums of complex numbers. Rendiconti del Circolo Matematico di Palermo, Serie II 13:291–328 (1964) [MR 33:1419, Zbl 151.17704]. (Part III published in 1965.)
Joaquín Basilio Diaz and Frederic T. Metcalf. Complementary inequalities, III: Inequalities complementary to Schwarz’s inequality in Hilbert space. Mathematische Annalen 162:120–139 (1965) [MR 32:6235, Zbl 135.34702].
Joaquín Basilio Diaz and Frederic T. Metcalf. Inequalities complementary to Cauchy’s inequality for sums of real numbers. In Inequalities: Proceedings of a Symposium held at Wright-Patterson Air Force Base, Ohio, August 19–27, 1965 (Oved Shisha, ed.), Academic Press, New York, pp. 73–77 (1967) [MR 36:5280]. (“Based on the talk `Four inequalities in search of two authors’ and on Diaz and Metcalf [62]”.)
Zdeněk Dostál. Rennie’s generalization of Kantorovich’s inequality in a Hilbert space [in English]. Sborník Prací Přírodov ědečke Fakulty University Palackého v Olomouci, Matematika (Prague) 19:101–102 (1980) [MR 82j:47025, Zbl 481.47015].
Morris L. Eaton. A maximisation problem and its applications to canonical correlation. Journal of Multivariate Analysis 6:422–425 (1976) [MR 54:5272, Zbl 332.15008].
Euclid [of Alexandria]. The Thirteen Books of Euclid’s Elements. Translated from the text of Heiberg with Introduction and Commentary by Sir Thomas L[ittle] Heath. Second Edition, Revised with Additions. Three volumes, Dover, New York (1956). (Cf. Book V, Proposition 25 and Commentary: vol. II, pp. 185–186.)
Ky Fan. Some matrix inequalities. Abhandlungen aus dem Mathematischen Seminar der Hamburgischen Universität 29:185–196 (1966) [MR 35:2915, Zbl 145.25303].
Roberto Frucht [Wertheimer]. Sobre algunas desigualdades: Observación relativa a la solución del Problema N° 21, indicada por el Ing. Ernesto M. Saleme [in Spanish]. Mathematicæ Notæ —Boletin del Instituto de Matemática (Rosario) 3:41–46 (1943) [MR 4:286, Zbl 060.14901]. (This paper, which includes an untitled appendix by Levi [123], builds on the solution and generalization (of Problem No. 21) by Saleme [229]. Translated into English, together with Bender [30], Levi [123] and Saleme [229], as Appendix A of Watson, Alpargu and Styan [266].)
Masatoshi Fujii, Takayuki Furuta, Ritsuo Nakamoto, and Sin-Ei Takahasi. Operator inequalities and covariance in noncommutative probability. Mathematíca Japonica 46:317–320 (1997) [MR 98j:46072, Zbl 902.47014].
Masatoshi Fujii, S. Izumino, Ritsuo Nakamoto, and Yuki Seo. Operator inequalities related to Cauchy—Schwarz and Hölder—McCarthy inequalities. Nihonkai Mathematical Journal 8:117–122 (1997) [MR 98j:47037].
Masatoshi Fujii, Eizaburo Kamei and Akemi Matsumoto. Parameterised Kantorovich inequality for positive operators. Nihonkai Mathematical Journal 6:129–134 (1995) [MR 96i:47032].
Masatoshi Fujii, Yoshikazu Katayama and Ritsuo Nakamoto. Generalizations of the Wielandt theorem. Unpublished manuscript, 6 pp., Submitted for publication (1997).
Takayuki Furuta. Extensions of Hölder—McCarthy and Kantorovich inequalities and their applications. Proceedings of the Japan Academy Series A, Mathematical Sciences 73:38–41 (1997) [MR 98e:26020, Zbl 885.47005].
Takayuki Furuta. Operator inequalities associated with Holder—McCarthy and Kantorovich inequalities. Journal of Inequalities and Applications 2:137–148 (1998) [Zbl 980.31729].
Takayuki Furuta. Extensions of Mond—Pečarić generalization of Kantorovich inequality. Preprint. (Cited in Mićić et al. [167].)
Takayuki Furuta. Two extensionms of Ky Fan generalization and Mond-Pečarić matrix version generalization of Kantorovich inequality Preprint. (Cited by [167].)
Dao-De Gao. Estimation of the deviation between the least squares and the best linear unbiased estimators of the mean vector in a linear model [in Chinese]. Yingyong Gailü Tongji / Chinese Journal of Applied Probability and Statistics (Shanghai) 8(4):391–397 (1992) [MR 93m:62150].
Dao-De Gao. A new class of Kantorovich-type inequalities and their applications in statistics [in Chinese]. Xitong Kexue yu Shuxue / Journal of Systems Science and Mathematical Sciences (Beijing) 13(4):331–337 (1993) [MR 94k:62102, Zbl 790.62064].
Dao-De Gao. Some extensions of the Kantorovich inequality and their applications in statistics [in Chinese with English summary]. Gaoxiao Yingyong Shuxue Xuebao / A Journal of Chinese Universities, Series A (Hangzhou) 10(2):183–188 (1995) [MR 96k:15009, Zbl 841.62049].
Dao-De Gao and Jing-Long Wang. Efficiency of generalised least square estimates [in Chinese]. Xitong Kexue yu Shuxue / Journal of Systems Science and Mathematical Sciences (Beijing) 10(2):125–130 (1990) [MR 96c:62059].
Şerban A. Gheorghiu. Note sur une inégalité de Cauchy [in French]. Bulletin Mathématique de la Société Roumaine des Sciences (Bucharest) 35:117–119 (1933) [Zbl 008:34504].
Alan J. Goldman. A generalization of Rennie’s inequality. Journal of Research of the National Bureau of Standards: Section B, Mathematics and Mathematical Physics 68B:59–63 (1964) [MR 29:5970, Zbl 136.34202].
Allen A. Goldstein. A modified Kantorovich inequality for the convergence of Newton’s method. In Mathematical Developments arising from Linear Programming: Proceedings of the Joint Summer Research Conference, Bowdoin College, Brunswick, Maine, June 25—July 1, 1988 (Jeffrey C. Lagarias and Michael J. Todd, eds.), Contemporary Mathematics, vol. 114, pp. 285–294 (1990) [MR 92d:90078, Zbl 725.90088].
Gene H. Golub. Comparison of the variance of minimum variance and weighted least squares regression coefficients. The Annals of Mathematical Statistics 34:984–991 (1963) [MR 27:5336, Zbl 203.21404].
Carlos Gonzalez de la Fuente. Roberto W. Frucht: The mathematician, the teacher, the man. Scientia, Series A: Mathematical Sciences, Universidad Técnica Federico Santa María (Valparaíso) 1:iii—v (1988) [Zbl 679.01006].
Werner Greub and Werner Rheinboldt. On a generalization of an inequality of L. V. Kantorovich. Proceedings of the American Mathematical Society 10:407–415 (1959) [MR 21:37744, Zbl 093.12405].
Gerhard Grüss. Über das Maximum des absoluten Betrages von \( \frac{1}{{b - a}}\int_a^b {f(x)} g(x)dx - \frac{1}{{{{(b - a)}^2}}}\int_a^b {f(x)dx\int_a^b {g(x)dx} } \) [in German]. Mathematische Zeitschrift 39:215–226 (1934) [Zbl 010:01602].
Karl E. Gustafson. Commentary on “Topics in the analytic theory of matrices, Section 23: Singular angles of a square matrix”. In Helmut Wielandt: Mathematische Werke / Mathematical Works—Volume 2: Linear Algebra and Analysis (Bertram Huppert and Hans Schneider, eds.), Walter de Gruyter, Berlin, pp. 356–368.
Karl E. Gustafson. Lectures on Computational Fluid Dynamics, Mathematical Physics, and Linear Algebra. Edited and with a foreword by T. Abe and K. Kuwahara. With comments by Abe, Kuwahara, Izumi Ojima and Mitsuharu Ôtani. World Scientific, Singapore (1997) [MR 99b:00008].
Karl E. Gustafson. The geometrical meaning of the Kantorovich—Wielandt inequalities. Linear Algebra and Its Applications, in press (1999).
Shelby J. Haberman. How much do Gauss—Markov and least-square estimates differ? A coordinate-free approach. The Annals of Statistics 3:982–990 (1975) [MR 51:14437, Zbl 311.62031].
Edward James Hannan. Time Series Analysis. Methuen, London (1960) [MR 22:5105, Zbl 095.13204]. (Cf. pp. 111–113.)
Edward James Hannan. Multiple Time Series. Wiley, New York (1970) [MR 43:5673, Zbl 211.49804]. (Cf. pp. 420–423.)
Zhi-Chuan Hao. Generalization and applications of Kantorovich inequality [in English]. Economic Information Department of Gui Zhou Finance and Economic Institute of China, Preprint 13 pp. (ca. 1992). (Results published, in part, in Mitrinović, Pečarić and Fink [174], pp. 122–123.)
Frank Harary. Homage to Roberto Frucht. Journal of Graph Theory 6:97–99 (1982) [MR 83i:01065, Zbl 492.05033].
Godfrey Harold Hardy, John Edensor Littlewood and George Pólya. Inequalities. Second Edition. Cambridge University Press (1952) [MR 89d:26016, Zbl 634.26008]. (Cf. # 71, p. 62. Original version: 1934; first paperback version of the Second Edition (reprinted without any changes): 1988, reprinted: 1994.)
John Z. Hearon. A generalised matrix version of Rennie’s inequality. Journal of Research of the National Bureau of Standards: Section B, Mathematics and Mathematical Physics 71B:61–64 (1967) [MR 37:232, Zbl 178.03102].
Peter Henrici. Two remarks on the Kantorovich inequality. American Mathematical Monthly 68:904–906 (1961) [MR 25:91, Zbl 102.04001].
Grant H. Hillier and Maxwell L. King. Linear regression with correlated errors: bounds on coefficient estimates and t-values. In Specification Analysis in the Linear Model (In Honour of Donald Cochrane (Maxwell L. King and David E. A. Giles, eds.), Routledge & Kegan Paul, London, pp. 74–80 (1987).
Roger A. Horn and Charles R. Johnson. Matrix Analysis. Corrected Reprint Edition. Cambridge University Press (1990) [MR 91i:15001, Zbl 801.15001]. (Cf. pp. 441–445, 451–452. Original version: 1985 [MR 87e:15001, Zbl 729.15001].)
Alston S. Householder. The Kantorovich and some related inequalities. SIAM Review 7:463–473 (1965) [MR 32:6656, Zbl 161.03001].
Alston S. Householder. The Theory of Matrices in Numerical Analysis. Second [Reprint] Edition. Dover, New York (1975) [MR 51:14539, Zbl 329.65003]. (Cf. §3.4, pp. 81–85. Original version: Blaisdell, New York, 1964 [MR 30:5475, Zbl 161.12101].)
Shane Tyler Jensen. The Laguerre-Samuelson Inequality with Extensions and Applications in Statistics and Matrix Theory. MSc thesis, Dept. of Mathematics and Statistics, McGill University, Montréal (1999).
Shane T. Jensen and George P. H. Styan. Some comments and a bibliography on the Laguerre—Samuelson inequalities with extensions and applications to statistics and matrix theory. Analytic and Geometric Inequalities and Their Applications (Hari M. Srivastava and Themistocles M. Rassias, eds.), Kluwer Academic Publishers, in press (1999).
Shane T. Jensen and George P. H. Styan. Some comments and a bibliography on the von Szökefalvi Nagy—Popoviciu and Nair—Thomson inequalities with extensions and applications in statistics and matrix theory. In preparation for presentation at The Eighth International Workshop on Matrices and Statistics (Tampere, Finland: August 1999).
Zhongzhen Jia. An extension of Styan inequality [in Chinese with English summary]. Gongcheng Shuxue Xuebao / Journal of Engineering Mathematics (Xi’an) 13(1):122–126 (1996) [MR 97i:15021].
Charles R. Johnson, Ravinder Kumar and Henry Wolkowicz. Lower bounds for the spread of a matrix. Linear Algebra and Its Applications 71:161–173 (1985).
L[eonid] V[ital’evich] Kantorovich. Funkcional’nyi analiz i prikladnaya matematika [in Russian: Functional analysis and applied mathematics]. Uspekhi Matematičeskiĭ Nauk, Novaya Seriya 3(6/28):89–185 (1948). (Cf. pp. 142–144. Translated into English as [112].)
Leonid Vital’evich Kantorovich. Functional Analysis and Applied Mathematics [in English]. Translated from the Russian [111] by Curtis D. Benster and edited by George E. Forsythe. NBS Report no. 1509 (1101–10–5100), U. S. Dept. of Commerce, National Bureau of Standards, Los Angeles (1952) [MR 14:766d]. (Cf. pp. 106–109.)
Louis Kates, Serge Kruk and Henry Wolkowicz. Solution No. 1 to Problem 16–4: Algebraic reverse of a convex matrix inequality (posed by Liu [132]). Image: Bulletin of the International Linear Algebra Society 17:31 (1996).
C [hinubhai] G [helabhai] Khatri. An inequality concerning the difference of variances of two different estimates. Mathematics Today (Ahmedabad) 2:29–32 (1984) [MR 87g:62104, Zbl 573.62049].
C [hinubhai] G [helabhai] Khatri and C. Radhakrishna Rao. Some extensions of the Kantorovich inequality and statistical applications. Journal of Multivariate Analysis 11:498–505 (1981) [MR 84e:15006, Zbl 482.15010].
C [hinubhai] G [helabhai] Khatri and C. Radhakrishna Rao. Some generalizations of Kantorovich inequality. Sankhyā Series A 44:91–102 (1982) [MR 85m:15005, Zbl 586.62095].
Konrad Knopp. Über die maximalen Abstände und Verhältnisse verschiedener Mittelwerte [in German]. Mathematische Zeitschrift 39:768–776 (1935) [Zbl 011:01203].
Martin Knott. On the minimum efficiency of least squares. Biometrika 62:129–132 (1975) [MR 51:9378, Zbl 308.62057].
Mark Aleksandrovich Krasnosel’skiĭ and Selim Griogor’evich Kreĭn. An iteration process with minimal residuals [in Russian]. Matematičeskiĭ Sbornik, Novaya Seriya 31(73):315–334 (1952) [MR 14:692d]. (Cf. pp. 323–325.)
Hsu-Tung Ku, Mei-Chin Ku and Xin-Min Zhang. Inequalities for symmetric means, symmetric harmonic means, and their applications. Bulletin of the Australian Mathematical Society 56:409–420 (1997) [Zbl 894.26010].
Hiroshi Kurata and Takeaki Kariya. Least upper bound for the covariance matrix of a generalised least squares estimator in regression with applications to a seemingly unrelated regression model and a heteroscedastic model. The Annals of Statistics 24:1547–1559 (1996) [Zbl 868.62060].
[József] Kürschák. Kitűzött feladat [in Hungarian: “Posed problem”]. Matematikai és Physikai Lapok 23:378 (1914).
B[eppo] L[evi]. Untitled appendix [in Spanish], in Frucht [71], pp. 45–46 (1943). (Translated into English, together with Bender [30], Frucht [71] and Saleme [229], in Watson, Alpargu and Styan [266].)
Chi-Kwong Li and Roy Mathias. Matrix inequalities involving a positive linear map. Linear and Multilinear Algebra 41:221–231 (1996) [MR 97k:15042, Zbl 885.15013].
Chun-Tu Lin. Extrema of quadratic forms and statistical applications. Communications in Statistics—Theory and Methods 13:1517–1520 (1984) [MR 86a:62083, Zbl 554.62055].
Chun-Tu Lin. An extension of the Kantorovich inequality and its application to estimating parameters in linear models [in Chinese]. Xitong Kexue yu Shuxue—Journal of Systems Science and Mathematical Sciences 6(3):217–220 (1986) [MR 88a:62176, Zbl 628.15014]. (Translated into English by Ming-Yan Venus Chiu as Appendix B of [2].)
Chun-Tu Lin. Extremes of determinants and optimality of canonical variables. Communications in Statistics—Simulation and Computation 19:1415–1430 (1990) [MR 91m:62091, Zbl 850.62483].
Chun-Tu Lin. Extremes of ratios of determinants and canonical correlation variables [in English]. Acta Mathematicae Applicatae Sinica, English Series) 7(3):272–278 (1991) [MR 93e:62154, Zbl 735.62058].
Erkki P. Liski, Simo Puntanen and Song-Gui Wang. Bounds for the trace of the difference of the covariance matrices of the OLSE and BLUE. Linear Algebra and Its Applications 176:121–130 (1992) [MR 94d:62167, Zbl 753.62033].
Shuangzhe Liu. Contributions to Matrix Calculus and Applications in Econometrics. Tinbergen Institute Research Series, no. 106. Thesis Publishers, Amsterdam (1995). (Cf. pp. 25–58.)
Shuangzhe Liu. Cauchy and Kantorovich inequalities involving sums of matrices. Unpublished paper, Institute of Actuarial Science and Econometrics, University of Amsterdam, 5 pp. (ca. 1995).
Shuangzhe Liu. Problem 16–4: Reverse of a convex matrix inequality. Image: Bulletin of the International Linear Algebra Society 16:32 (1996). (Solved by Kates, Kruk and Wolkowicz [113] and by Olkin [205].)
Shuangzhe Liu. Problem 18–4: Bounds for a ratio of matrix traces. Image: Bulletin of the International Linear Algebra Society 18:32 & 19:27 (1997). (Solved by Bebiano, da Providencia and Li [25] and by Liu [134].)
Shuangzhe Liu. Solution 18–4.2 to Problem 18–4: Bounds for a ratio of matrix traces (posed by Liu [133]). Image: Bulletin of the International Linear Algebra Society 20:25–26 (1998).
Shuangzhe Liu. On matrix trace Kantorovich-type inequalities. Chapter 2 in Innovations in Multivariate Statistical Analysis: A Festschrift for Heinz Neudecker (R. J. Heijmans, D. S. G. Pollock & A. Satorra. eds.), Kluwer Academic Publishers, pp. 39–50 (1999).
Shuangzhe Liu. Efficiency comparisons between the OLSE and BLUE in a singular linear model. Journal of Statistical Planning and Inference, in press (1999).
Shuangzhe Liu. Efficiency comparisons between the OLSE and the BLUE based on matrix determinant Kantorovich-type inequalities, Institute of Statistics and Econometrics, Universität Basel, Preprint 8 pp. (1999).
Shuangzhe Liu and Heinz Neudecker. Kantorovich inequalities and efficiency of estimators useful in panel data analysis. Technical Report no. AE 17/94, Institute of Actuarial Science and Econometrics, University of Amsterdam, 14 pp. (1994).
Shuangzhe Liu and Heinz Neudecker. Matrix-trace Cauchy—Schwarz inequalities and applications in canonical correlation analysis. Statistical Papers 36:287–298 (1995) [MR 97k:15043, Zbl 838.62047].
Shuangzhe Liu and Heinz Neudecker. Several matrix Kantorovich-type inequalities Journal of Mathematical Analysis and Applications 197:23–26 (1996) [MR 97d:26023, Zbl 853.15014].
Shuangzhe Liu and Heinz Neudecker. Kantorovich and Cauchy—Schwarz inequalities involving positive semidefinite matrices, and efficiency comparisons for a singular linear model. Linear Algebra and Its Applications 259:209–221 (1997) [MR 98c:15056, Zbl 881.15020].
Shuangzhe Liu and Heinz Neudecker. Kantorovich inequalities and efficiency comparisons for several classes of estimators in linear models. Statistica Neerlandica 51:345–355 (1997) [MR 99b:62106, Zbl 887.62066].
Shuangzhe Liu and Heinz Neudecker. A survey of Cauchy—Schwarz and Kantorovich-type matrix inequalities, Statistical Papers, 40:55–73 (1999).
Shuangzhe Liu, Wolfgang Polasek and Heinz Neudecker. Equality conditions for matrix Kantorovich-type inequalities. Journal of Mathematical Analysis and Applications 212:517–528 (1997) [MR 98e:15012, Zbl 882.15018].
G. Loizou. Bounds for the inequality of Wielandt. Numerische Mathematik 10:142–146 (1967) [MR 36:1098].
C. J. Lombard. Union—intersection tests for sphericity. South African Statistical Journal 17:165–175 (1983) [MR 86b:62089, Zbl 548.62036].
Yu-Tong Lou. The generalization of Schweitzer’s inequality and Grüss’s inequality and their relation [in Chinese with English summary]. Qufu Shi-fan Daxue Xuebao Ziran Kexue Ban / Journal of Qufu Normal University, Natural Sciences Edition (Qufu) 17(4):24–28 (1991) [Zbl 751.26008].
Chang-yu Lu. Generalised matrix versions of the Wielandt inequality with some statistical applications [in English]. Dept. of Mathematics, Northeast Normal University, Changchun, Jilin, Preprint, 8 pp. (1999).
Alexandru Lupaş. A remark on the Schweitzer and Kantorovich inequalities. Publikacije Elektrotehnickog Fakulteta Univerziteta u Beogradu, Serija Matematika i Fizika / Publications de la Faculté d’Électrotechnique de l’Université à Belgrade, Série Mathématiques et Physique 383:13–15 (1972) [MR 49:5278, Zbl 248.26016].
T. A. Magness and J. B. McGuire. Comparison of least squares and minimum variance estimates of regression parameters. The Annals of Mathematical Statistics 33:462–470 (1962) [Zbl 212.22601].
Jan R. Magnus and Heinz Neudecker. Matrix Differential Calculus with Applications in Statistics and Econometrics. Revised Edition. Wiley, Chichester (1999) [Original version, 1988: MR 89g:15001, Zbl 651.15001].
Endre Makai. On generalizations of an inequality due to Pólya and Szegő [in English]. Acta Mathematica Hungarica 12:189–191 (1961) [MR 27:251, Zbl 098.26405].
Valerĭ Leonidovich Makarov and Sergeĭ L’vovich Sobolev. Academician L. V. Kantorovich (19 January 1912 to 7 April 1986) [in English: translated from the Russian by Lev J. Leifman]. In Functional Analysis, Optimization, and Mathematical Economics: A Collection of Papers Dedicated to the Memory of Leonid Vital’evich Kantorovich (Lev J. Leifman, ed.), Oxford University Press, pp. 1–7 (1990) [MR 91i:01098].
Timo Mäkeläinen. A specification analysis of the general linear model. Commentationes Physico-Mathematicae Societatis Scientiarum Fennicae 38:55–100 (1970) [Zbl 207.49601].
S. M. Malamud. On perturbation of positive definite operators with fixed bounds of the spectrum. Dopovīdī Natsīonalćnoï Akademī ï Nauk Ukraïni, Matematika Prirodoznaystvo Tekhnīchnī Nauki 1997(4):38–42 (1997) [MR 98k:47041].
Marvin Marcus. A unified exposition of some classical matrix theorems. Linear and Multi linear Algebra 25:137–147 (1989) [MR 91a:15004, Zbl 687.15016].
Marvin Marcus and Afton H. Cayford. Further results on the Kantorovich inequality [abstract]. Notices of the American Mathematical Society 9:300 (1962). (Paper published as Marcus and Cayford [158].)
Marvin Marcus and Afton H. Cayford. Equality in certain inequalities. Pacific Journal of Mathematics 13:1319–1329 (1963) [MR 28:168]. (Abstract: Marcus and Cayford [157].)
Marvin Marcus and Nisar A. Khan. Some generalizations of Kantorovich’s inequality. Portugaliae Mathematica 20:33–38 (1961) [MR 24:Al27].
Marvin Marcus and Henryk Minc. A Survey of Matrix Theory and Matrix Inequalities. [Second Corrected] Reprint Edition. Dover, New York (1992). (Cf. §3.5.2, p. 110; §4.3, p.117. Original version: Allyn and Bacon, Boston, 1964 [MR 29:112, Zbl 126.02404]; reprinted (with corrections): Prindle, Weber and Schmidt, Boston, 1969.)
Albert W. Marshall and Ingram Olkin. Reversal of the Lyapunov, Hölder, and Minkowski inequalities and other extensions of the Kantorovich inequality. Journal of Mathematical Analysis and Applications 8:503–514 (1964) [MR 30:4881].
Albert W. Marshall and Ingram Olkin. Inequalities: Theory of Majorization and its Applications. Mathematics in Science and Engineering, vol. 143, Academic Press, New York (1979) [MR 81b:00002, Zbl 437.26007]. (Cf. # D.3.a, p. 71. “Comments on and complements to” by Bondar [34].)
Albert W. Marshall and Ingram Olkin. Matrix versions of the Cauchy and Kantorovich inequalities. Aequationes Mathematicae 40:89–93 (1990) [MR 91f:15045, Zbl 706.15019].
Motosaburo Masuyama. An upper bound for CV. TRU Mathematics 18(1):25–28 [MR 83k:26016].
Motosaburo Masuyama. A refinement of the Pólya-Szegö inequality and a refined upper bound of CV. TRU Mathematics 21:201–205 (1985) [MR 87k:26023, Zbl 645.26014].
Günter Meinardus. Über eine Verallgemeinerung einer Ungleichung von L. V. Kantorowitsch [in German]. Numerische Mathematik 5:14–23 (1963) [MR 28:3525, Zbl 114.32001].
Jadranka Mićić, Yuki Seo, Sin-Ei Takahasi, and Masaru Tominaga. Inequalities of Furuta and Mond-Pečarić. Mathematical Inequalities & Applications 2:83–111 (1999).
Lucia Migliaccio and Luciana Nania. The Kantorovich inequality under integral constraints. Journal of Mathematical Analysis and Applications 181:524–530 (1994) [MR 94m:26021, Zbl 805.26013].
Kenneth S. Miller. Some Eclectic Matrix Theory. Robert E. Kreiger, Malabar, Florida (1987) [MR 88h:15002, Zbl 654.15002]. (Cf. pp. 29–31.)
L[eonid] Mirsky. The spread of a matrix. Mathematika (London) 3:127–130 (1956) [MR 18:460c, Zbl 073.00903].
L[eonid] Mirsky. Inequalities for normal and Hermitian matrices. Duke Mathematics Journal, 24:591–599 (1957) [MR 19:832c, Zbl 081.25101].
Dragoslav S. Mitrinović. Analytic Inequalities. In cooperation with Petar M. Vasić. Die Grundlehren der mathematischen Wissenschaften in Einzeldarstellungen mit besonderer Berücksichtigung der Anwendungsgebiete, vol. 165, Springer-Verlag, New York (1970) [MR 43:448, Zbl 199.38101]. (Cf. pp. 59–66. Translated into Serbo-Croatian and updated: Analitičke Nejednakosti. University of Belgrade Monographs, vol. 2. Gradevinska Knjiga, Belgrade.)
Dragoslav S. Mitrinović and Josip E. Pečarić. Comments on an inequality of M. Masuyama. SUT Journal of Mathematics 27(1):89–91 (1991) [MR 94a:26048, Zbl 751.26009].
Dragoslav S. Mitrinović, Josip E. Pečarić and Arlington M. Fink (1993). Classical and New Inequalities in Analysis. Mathematics and Its Applications: East European Series, vol. 61, Kluwer, Dordrecht (1993) [MR 94c:00004, Zbl 771.26009]. (Cf. pp. 121–125, 222, 684–685.)
Dragoslav S. Mitrinović and Petar M. Vasić. Addenda to the monograph Analytic Inequalities by Mitrinović [172]—I [in English]. Publikacije Elektrotehničkog Fakulteta Univerziteta u Beogradu, Serija Matematika i Fizika / Publications de la Faculté d’Électrotechnique de l’Université à Belgrade, Série Mathématiques et Physique 577–598:3–10 (1977) [MR 56:5818, Zbl 369.26010].
Bertram Mond. A matrix version of Rennie’s generalization of Kantorovich’s inequality. Proceedings of the American Mathematical Society 16:1131 (1965) [MR 32:2423, Zbl 145.25302].
Bertram Mond. A matrix inequality including that of Kantorovich. Journal of Mathematical Analysis and Applications 13:49–52 (1966) [MR 32:2423, Zbl 131.01503].
Bertram Mond. An inequality for operators in a Hilbert space. Pacific Journal of Mathematics 18:161–163 (1966) [MR 33:7857, Zbl 146.12504].
Bertram Mond. Generalised inverse extensions of matrix inequalities. Linear Algebra and Its Applications 2:393–399 (1969) [MR 40:1410, Zbl 184.05704].
Bertram Mond and Josip E. Pečarić. Converses of Jensen’s inequality for linear maps of operators. Analele Universităţii din Timisoara, Seria Matematică-Informatică 31:223–228 (1993) [MR 97i:47028, Zbl 866.47010].
Bertram Mond and Josip E. Pečarić. Inequalities with weights for powers of generalised inverses. Bulletin of the Australian Mathematical Society 48:7–12 (1993) [MR 94d:15002, Zbl 782.15009].
Bertram Mond and Josip E. Pečarić. Matrix versions of some means inequalities. Australian Mathematical Society Gazette 20:117–120 (1993) [MR 94h:26025].
Bertram Mond and Josip E. Pečarić. Inequalities with weights for powers of generalised inverses-II. Linear Algebra and Its Applications 210:265–272 (1994) [MR 95h:15031, Zbl 812.15011]. (Reprinted in Analele Universităţii din Timisoara, Seria Matematică-Informatică 32:51–58 (1994) [MR 97i:15023, Zbl 865.15015]).
Bertram Mond and Josip E. Pecariă. A matrix version of the Ky Fan generalization of the Kantorovich inequality. Linear and Multilinear Algebra 36:217–221 (1994) [MR 95j:15017, Zbl 791.15015].
Bertram Mond and Josip E. Pečarić. Converses of Jensen’s inequality for several operators. Revue d’Analyse Numérique et de Théorie de l’Approximation (Bucharest) 23:179–183 (1994) [MR 97m:47019, Zbl 847.47016].
Bertram Mond and Josip E. Pečarić. Inequalities involving powers of generalised inverses. Linear Algebra and Its Applications 199:293–303 (1994) [MR 95a:15004].
Bertram Mond and Josip E. Pečarić. Generalisation of a matrix inequality of Ky Fan. Journal of Mathematical Analysis and Applications 190:244–247 (1995) [MR 95m:15029, Zbl 829.15015].
Bertram Mond and Josip E. Pečarić. Reverse forms of a convex matrix inequality. Linear Algebra and Its Applications 220:359–364 (1995) [MR 96d:15027, Zbl 824.15019].
Bertram Mond and Josip E. Pečarić. A matrix version of the Ky Fan generalisation of the Kantorovich inequality, II. Linear and Multilinear Algebra 38:309–313 (1995) [MR 96h:15021, Zbl 835.15011].
Bertram Mond and Josip E. Pečarić. Some matrix inequalities of Ky Fan type. Tamkang Journal of Mathematics 26:321–326 (1995) [MR 97e:15015, Zbl 866.15012].
Bertram Mond and Josip E. Pecarić. Matrix inequalities for convex functions. Journal of Mathematical Analysis and Applications 209:147–153 (1997) [Zbl 879.15014].
Bertram Mond and Oved Shisha. A difference inequality for operators in Hilbert space. Blanch Anniversary Volume, Aerospace Research Laboratories (Office of Aerospace Research, United States Air Force), Wright-Patterson Air Force Base, Ohio, pp. 269–275 (February 1967) [MR 35:5958, Zbl 165.15101].
Bertram Mond and Oved Shisha. Ratios of means and applications. In Inequalities: Proceedings of a Symposium held at Wright-Patterson Air Force Base, Ohio,August 19–27,1965 (Oved Shisha, ed.), Academic Press, New York, pp. 191–197 (1967) [MR 39:2930a].
Bertram Mond and Oved Shisha. Difference and ratio inequalities in Hilbert space. In Inequalities-II: Proceedings of the Second Symposium on Inequalities held at the United States Air Force Academy, Colorado, August 14–22, 1967 (Oved Shisha, ed.), Academic Press, New York, pp. 241–249 (1970) [Zbl 217.45401].
J[ulius] v[on] Sz[ökefalvi] Nagy. Über algebraische Gleichungen mit lauter reellen Wurzeln [in German]. Jahresbericht der Deutschen Mathematiker-Vereinigung 27:37–43 (1918) [JFM 46:125].
K[eshavan] R[aghavan] Nair. Certain symmetrical properties of unbiased estimates of variance and covariance. Journal of the Indian Society of Agricultural Statistics, 1:162–172 (1948) [MR 11:448a].
K[eshavan] R[aghavan] Nair. A tail-piece to Brunk’s paper [39]. Journal of the Indian Society of Agricultural Statistics, 11:189–190 (1959).
Ritsuo Nakamoto and Masahiro Nakamura. Operator mean and Kantorovich inequality. Mathematica Japonica 44:495–498 (1996) [MR 97j:47029, Zbl 866.47011].
Masahiro Nakamura. A remark on a paper of Greub and Rheinboldt. Proceedings of the Japan Academy, Series A: Mathematical Sciences (Tokyo) 36:198–199 (1960) [MR 22:12188, Zbl 099.31804].
Heinz Neudecker and Shuangzhe Liu. Alternative matrix versions of Kantorovich inequalities. Technical Report no. AE 5/94, Institute of Actuarial Science and Econometrics, University of Amsterdam, 7 pp., 15 January 1994.
Morris Newman. Kantorovich’s inequality. Journal of Research of the National Bureau of Standards: Section B,Mathematics and Mathematical Physics 64B:33–34 (1959). [Zbl 101.25502].
John J. O’Connor and Edmund F. Robertson. MacTutor History of Mathematics Archive Web site: http://www-history.mcs.st-andrews.ac.uk/history/BiogIndex.html.
Ingram Olkin. Review of Eaton [68]. Mathematical Reviews, review no. 5272, 54:752 (1977).
Ingram Olkin. A matrix formulation on how deviant an observation can be. The American Statistician 46:205–209 (1992). [CMP 1:183–071]
Ingram Olkin. Solution No. 2 to Problem 16–4: Algebraic reverse of a convex matrix inequality (posed by Liu [132]). Image: Bulletin of the International Linear Algebra Society 17:31 (1996).
Nobuo Ozeki. On the estimation of the inequalities by the maximum or minimum values [in Japanese]. Journal of the College of Arts and Sciences, Chiba University 5(2):199–203 (1968). [MR 40:7408].
Zsolt Páles. On complementary inequalities. Publicationes Mathematicae (Debrecen) 30:75–88 (1983). [MR 83h:26022, Zbl 544.26009].
Josip E. Pečarić. On an inequality of G. Grüss [in English]. Matematicki Vesnik (Belgrade) 35:59–64 (1983).
Josip E. Pečarić. Power matrix means and related inequalities. Mathematical Communications (Osijek) 1:91–110 (1996). [MR 98a:15039, Zbl 871.15017].
Josip E. Pečarić and Behdžet A. Mesihović. On some complementary inequalities [in English]. Contributions: Section of Mathematical and Technical Sciences, Macedonian Academy of Sciences and Arts (Skopje) 14:49–54 (1993). [CMP 1:374–935].
Josip E. Pečarić and Bertram Mond. A matrix inequality including that of Kantorovich-Hermite, II. Journal of Mathematical Analysis and Applications 168:381–384 (1992). [MR 93m:15031, Zbl 762.15010].
Josip E. Pečarić and Bertram Mond. An inequality for operators in a Hilbert space, III. Journal of Mathematical Analysis and Applications 183:385–390 (1994). [MR 95g:47029, Zbl 804.47024].
Josip E. Pečarić and Bertram Mond. The arithmetic mean, the geometric mean and related matrix inequalities. In General Inequalities 7, Proceedings of the 7th International Conference: Oberwolfach, Germany, November 13–18, 1995 (C. Bandle, W. N. Everitt, L. Losonczi, and W. Walter, eds.), International Series in Numerical Mathematics, vol. 123, Birkhäuser, Basel, pp. 77–91 (1997). [Zbl 886.15019].
Josip E. Pečarić, Simo Puntanen and George P. H. Styan. Some further matrix extensions of the Cauchy—Schwarz and Kantorovich inequalities, with some statistical applications. Linear Algebra and Its Applications 237/238:455–476 (1996). [MR 97c:15035, Zbl 860.15021].
W. V. Petryshyn. Direct and iterative methods for the solution of linear operator equations in Hilbert space. Transactions of the American Mathematical Society 105:136–175 (1962). [MR 26:3180].
George Pólya and Gábor Szegö. Aufgaben und Lehrsätze aus der Analysis, Band I: Reihen, Integralrechnung,Funktionentheorie [in German]. Fourth Edition. Heidelberger Taschenbücher, vol. 73. Springer-Verlag, New York (1970) [Zbl 201.38102]. (Cf. # 92–93, pp. 57, 213–214. Original version: Julius Springer, Berlin, 1925. Reprint: Dover, New York, 1945 [MR7:418e]. Translated into English as Pólya and Szegö [217] 1972.)
George Pólya and Gábor Szegö. Problems and Theorems in Analysis, Volume I: Series, Integral Calculus, Theory of Functions [in English]. Translated from the German [216] by Dorothee Aeppli. Corrected printing of the revised translation of the fourth German edition. Springer-Verlag, New York, 1972. (Cf. # 92–93, pp. 71–72, 253–255.)
Tiberiu Popoviciu. Sur les équations algébriques ayant toutes leurs racines réeles [in French]. Mathematica (Cluj) 9:129–145 (1935).
Vlastimil Pták. The Kantorovich inequality. American Mathematical Monthly 102:820–821 (1995). [MR 96f:26025, Zbl 856.26011].
Simo Puntanen. On the relative goodness of ordinary least squares estimation in the general linear model. Acta Universitatis Tamperensis, Series A, vol. 216, vi + 132 pp. (1987). (Cf. Paper [1], §2.)
Simo Puntanen and George P. H. Styan. The equality of the ordinary least squares estimator and the best linear unbiased estimator [with discussion]. The American Statistician 43:153–164 (1989). [MR 92e:62125].
M. Raghavachari. A linear programming proof of Kantorovich’s inequality. The American Statistician 40:136–137 (1986).
C. Radhakrishna Rao. The inefficiency of least squares: extensions of the Kantorovich inequality. Linear Algebra and Its Applications 70:249–255 (1985). [MR 87d:62131, Zbl 594.62073].
C. Radhakrishna Rao and M. Bhaskara Rao. Matrix Algebra and Its Applications to Statistics and Econometrics. World Scientific, Singapore, 1998.
Basil C. Rennie. An inequality which includes that of Kantorovich. American Mathematical Monthly 70:982 (1963). [Zbl 127.28003].
Basil C. Rennie. On a class of inequalities. Journal of the Australian Mathematical Society 3:442–448 (1963). [MR 29:3590, Zbl 137.03101].
Peter D. Robinson and Andrew J. Wathen. Variational bounds on the entries of the inverse of a matrix. IMA Journal of Numerical Analysis 12:463–486 (1992). [MR 93g:65044, Zbl 759.15016].
Masahiko Sagae and Kunio Tanabe. Upper and lower bounds for the arithmetic-geometric-harmonic means of positive definite matrices. Linear and Multilinear Algebra 37:279–282 (1994). [MR 95m:15030, Zbl 816.15017].
Ernesto M. Saleme. Problema N° 21.—Siendo x 1, x 2, x 3,…, x n, números positivos con la condición \(\sum {{x_i} = k}\), demostrar las desigualdades \(\sum\nolimits_{i = 1}^n {x_i^2 \geqslant } {k^2}/n\), \(\sum\nolimits_{i = 1}^n {1/{x_i} \geqslant {n^2}/k}\) : 2° Solución y Generalización [in Spanish]. Mathematicæ Notæ-Boletin del Instituto de Matemática (Rosario) 2:197–199 (1942). (Translated into English, together with English translations of Bender [30], Frucht [71] and Levi [123], as Appendix A of Watson, Alpargu and Styan [266].)
Norbert Schappacher and René Schoof. Beppo Levi and the arithmetic of elliptic curves. The Mathematical Intelligencer 18(1):57–69 (1996). [Zbl 849.01036].
Andreas H. Schopf. On the Kantorovich inequality. Numerische Mathematik 2:344–346 (1960) [Zbl 095.25001]. (Paper written by A. S. Householder after the death of Andreas H. Schopf on September 29, 1959.)
Peter Schreiber. The Cauchy—Bunyakovsky—Schwarz inequality [in English]. Hermann Graßmann: Werk und Wirkung (Peter Schreiber, ed.), Internationale Fachtagung anläßlich des 150. Jahrestages des ersten Erscheinens der “linealen Ausdehnungslehre” (Lieschow/Rügen, 23.28.5.1994), Fachrichtungen Mathematik/Informatik, Ernst-Moritz-ArndtUniversität, Greifswald, pp. 64–70 (1995). [Zbl 841.01011].
[Karl] H[ermann] A[mandus] Schwarz. Ueber ein die Flächen kleinsten Flächeninhalts betreffendes Problem der Variationsrechnung: Festschrift zum Jubelgeburtstage des Herrn Karl Weierstrass [in German]. Acta Societatis Scientiarum Fennicæ(Helsinki) 15:315–362 (1888). (Cf. pp. 343–345. Preface dated 31 October 1885. Reprinted in Gesammelte Mathematische Abhandlungen von H. A. Schwarz, Julius Springer, Berlin, vol. 1, pp. 223270 (1890); cf. pp. 251–253.)
Pál Schweitzer. Egy egyenlőtlenség az aritmetikai középértékről [in Hungarian: “An inequality about the arithmetic mean”]. Matematikai és Physikai Lapok 23:257–261 (1914) [JFM 45:1245]. (Translated into English as Appendix A of Alpargu [2] and as Appendix B of Watson, Alpargu and Styan [266].)
Alastair J. Scott and George P. H. Styan. On a separation theorem for generalised eigenvalues and a problem in the analysis of sample surveys. Linear Algebra and Its Applications 70:209–224 (1985). [MR 87i:62100, Zbl 587.62023]
En-Wei Shi. An elementary proof of the Kantorovich inequality [in Chinese]. Shuxue de Shijian yu Renshi / Mathematics in Practice and Theory (Beijing) 1985(4):56–61 (1985). [MR 87g:15021].
Oved Shisha and G. T. Cargo. On comparable means. Pacific Journal of Mathematics 14:1053–1058 (1964). [MR 30:4874, Zbl 141.24202]
Oved Shisha and Bertram Mond. Differences of means. Bulletin of the American Mathematical Society 73:328–333 (1967). [MR 35:3024, Zbl 153.08101].
Oved Shisha and Bertram Mond. Bounds on differences of means. In Inequalities: Proceedings of a Symposium held at Wright-Patterson Air Force Base, Ohio, August 19–27, 1965 (Oved Shisha, ed.), Academic Press, New York, pp. 293–308 (1967). [MR 39:2930b].
P. G. Spain. Operator versions of the Kantorovich inequality. Proceedings of the American Mathematical Society 124:2813–2819 (1996). [MR 96k:47034, Zbl 864.47006].
James C. Spall. The Kantorovich inequality for error analysis of the Kalman filter with unknown noise distributions. Automatica, A Journal of the International Federation of Automatic Control 31:1513–1517 (1995). [MR 96e:93067, Zbl 836.93058].
Wilhelm Specht. Zur Theorie der elementaren Mittel [in German]. Mathematische Zeitschrift 74:91–98 (1960). [MR 22:8090, Zbl 095:03801].
W. Gilbert Strang. On the Kantorovich inequality. Proceedings of the American Mathematical Society 11:468 (1960). [MR 22:2904, Zbl 095.09601]
George P. H. Styan. On some inequalities associated with ordinary least squares and the Kantorovich inequality. In Festschrift for Eino Haikala on his Seventieth Birthday, Acta Universitatis Tamperensis, Series A, vol. 153, pp. 158–166 (1983). (Abstract: Styan and Zlobec [245].)
George P. H. Styan and Sanjo Zlobec. An inequality connected with the efficiency of the least-squares estimator [abstract]. The IMS Bulletin 11:192 (1982). (Paper presented at the 181st IMS Meeting, San Diego, California, June 1982, and published as Styan [244].)
Ji-guang Sun. Extensions of the Kantorovich inequality and the BauerFike inequality. Journal of Computational Mathematics 9:360–368 (1991).
Yves Thibaudeau and George P. H. Styan. Bounds for Chakrabarti’s measure of imbalance in experimental design. In Proceedings of the First International Tampere Seminar on Linear Statistical Models and their Applications, Tampere, Finland, August 30-September 2, 1983 (Tarmo Pukkila and Simo Puntanen, eds.), Dept. of Mathematical Sciences, University of Tampere, Tampere, Finland, pp. 323–347 (1985).
George W. Thomson. Bounds for the ratio of range to standard deviation. Biometrika 42:268–269 (1955) [MR 16:841a, Zbl 064.13503].
Makoto Tsukada and Sin-Ei Takahasi. On the Nakamura-SchweitzerKantorovich inequality [in Japanese]. In Investigations on Applied Functional Analysis: Proceedings of a Symposium held at the Research Institute for Mathematical Sciences, Kyoto University, Kyoto, June 17–18, 1996, Stirikaisekikenkyúsho Kókyúroku, no. 975, pp. 116–122 (1996). [MR 98e:00020].
William N. Venables. Some implications of the union-intersection principle for tests of sphericity. Journal of Multivariate Analysis 6:185–190 (1976). [MR 54:3971, Zbl 332.62041]
Chung-Lie Wang. Variants of the Hölder inequality and its inverses. Canadian Mathematical Bulletin 20:377–384 (1977) [MR 57:9929, Zbl 398.26018].
Chung-Lie Wang. On development of inverses of the Cauchy and Hölder inequalities. SIAM Review 21:550–557 (1979) [MR 80g:26023, Zbl 414.26007].
Jing-Long Wang and Dao-De Gao. Measures of inefficiency for generalised least square estimates of the Euclidean norms of matrices [in Chi-nese]. Yingyong Gailü Tongji / Chinese Journal of Applied Probability and Statistics (Shanghai) 7(4):361–366 (1991) [MR 93m:62160].
Mingjin Wang. The mean inequalities of symmetric random variables [in Chinese with English summary] Journal of Jiangxi Normal University, Natural Sciences Edition 19(4):301–303 (1995) [Zbl 863.60017].
Song-Gui Wang and Shein-Chung Chow. Advanced Linear Models: Theory and Applications. Statistics: Textbooks and Monographs, vol. 141. Marcel Dekker, New York (1994) [MR 96c:62123, Zbl 822.62052]. (Cf. pp. 44–46, 212–215.)
Song-Gui Wang and Zhongzhen Jia. Inequalities in Matrix Theory [in Chinese]. Anhui Education Press, Hefei (1994).
Song-Gui Wang and Jun Shao. Constrained Kantorovich inequalities and relative efficiency of least squares. Journal of Multivariate Analysis 42:284–298 (1992) [MR 93j:62179, Zbl 752.62047].
Song-Gui Wang and Hu Yang. Kantorovich-type inequalities and the measures of inefficiency of the GLSE [in English]. Acta Mathematicae Applicatae Sinica, English Series 5(4):372–381 (1989) [MR 91d:62104, Zbl 711.15016].
Song-Gui Wang and Wai-Cheung Ye. A matrix version of the Wielandt inequality and its applications to statistics [in Chinese]. Kexue Tongbao / Chinese Science Bulletin (Beijing) 43(18):1930–1933 (1998). (Expanded English translation by Song-Gui Wang and Wai-Cheung Ip [Wai-Cheung Ye], Preprint, 16 pp., 1999.)
Geoffrey Stuart Watson. Serial Correlation in Regression Analysis. PhD thesis, Dept. of Experimental Statistics, North Carolina State College, Raleigh (1951). (Includes an appendix by Cassels [45], pp. 138–139. Results presented at the Econometric Society Conference, Louvain, Belgium, September 1951. Reprinted as University of North Carolina, Mimeograph Series, no. 49 (1952); published as Watson [261] and Watson and Hannan [267].)
Geoffrey S. Watson. Serial correlation in regression analysis, I. Biometrika 42:327–341 (1955) [MR 17:382a, Zbl 068.33201]. (Includes an appendix by Cassels [46]. Part of Watson [260].)
Geoffrey S. Watson. Linear least squares regression. The Annals of Mathematical Statistics 38:1679–1699 (1967) [Zbl 155.26801].
Geoffrey S. Watson. Selected Topics in Statistical Theory. Mimeo-graphed Lecture Notes. Mathematical Association of America, Washington, DC (1971). (Cf. pp. 87–92. “Notes on lectures given at the 1971 MAA Summer Seminar, Williams College, Williamstown, Massachusetts.”)
Geoffrey S. Watson. Prediction and efficiency of least squares. Biometrika 59:91–98 (1972) [Zbl 232.62032].
Geoffrey S. Watson. A method for discovering Kantorovich-type inequalities and a probabilistic interpretation. Linear Algebra and Its Applications 97:211–217 (1987) [MR 89a:15018, Zbl 631.15010].
Geoffrey S. Watson, Gülhan Alpargu and George P. H. Styan. Some comments on six inequalities associated with the inefficiency of ordinary least squares with one regressor. Linear Algebra and Its Applications, 264:13–53 (1997) [MR 98i:15023]. (Includes English translations of Bender [30], Frucht [71], Levi [123], Saleme [229] and Schweitzer [234].
Geoffrey S. Watson and E[dward] J[ames] Hannan. Serial correlation in regression analysis, II. Biometrika 42:436–448 (1956) [MR 19:694h]. (Part of [260].)
Helmut Wielandt. Inclusion theorems for eigenvalues. In Simultaneous Linear Equations and the Determination of Eigenvalues (Lowell J. Paige and Olga Taussky, eds.), National Bureau of Standards Applied Mathematics Series, U.S. Government Printing Office, Washington, D.C., vol. 29, pp. 7578 (1953) [MR 15:496d]. (Reprinted, with commentaries by Chandler Davis and by Hans Schneider and with an editor’s note, in Helmut Wielandt: Mathematische Werke/Mathematical Works—Volume 2: Linear Algebra and Analysis (Bertram Huppert and Hans Schneider, eds.), Walter de Gruyter, Berlin, pp. 156–162 (1996).)
Helmut Wielandt. An extremum property of sums of eigenvalues. Proceedings of the American Mathematical Society 6:106–110 (1955) [Zbl 064.24703]. (Reprinted, with commentary, in Helmut Wielandt: Mathematische Werke/Mathematical Works—Volume 2: Linear Algebra and Analysis (Bertram Huppert and Hans Schneider, eds.), Walter de Gruyter, Berlin, pp. 172–181 (1996).)
H. S. Witsenhausen. An inequality of Kantorovitch [sic] type for Stieltjes integrals. Journal of Mathematical Analysis and Applications 28:590–593 (1969) [MR 40:1839, Zbl 187.31601].
Henry Wolkowicz. Bounds for the Kantorovich ratio. Research Report. Dept. of Mathematics, The University of Alberta, Edmonton, 15 pp. (1981).
Henry Wolkowicz and George P. H. Styan. Bounds for eigenvalues using traces. Linear Algebra and Its Applications 29:471–506 (1980) [MR 81k:15015, Zbl 435.15015].
Hu Yang. Extensions of the Kantorovich inequality and the error ratio efficiency of the mean square [in Chinese with English summary]. Mathematica Applicata Yingyong Shuxue / Chinese Journal of Mathematics and its Applications (Wuhan) 1(4):85–90 (1988) [MR 90a:62186, Zbl 665.62064].
Hu Yang. The inefficiency of the least squares estimator and its bound [in English]. Applied Mathematics and Mechanics of China, English Edition 11(11):1087–1093 (1990) [Zbl 748.62031].
Hu Yang. A brief proof on the ganeralizd [sic] variance bound of the relative efficiency in statistics. Communications in Statistics—Theory and Methods 19:4587–4590 (1990).
Hu Yang. Two new classes of the generalised Kantorovich inequalities and their applications [in Chinese]. Kexue Tongbao 35:965–967 (1990) [MR 92m:15016]. (Translated into English as Yang [279].)
Hu Yang. Kantorovich Inequality and its Applications in Statistics. MSc thesis, Dept. of Statistics, Yunnan University, Kunming (1990).
Hu Yang. Some extensions on the upper bound of the Rayleigh quotient [in Chinese]. Journal of Chongqing University 9:16–23 (1990).
Hu Yang. Two new classes of the generalised Kantorovich inequalities and their applications [in English]. Chinese Science Bulletin 36(22):1849–1851 (1991) [MR 92m:15016, Zbl 748.62032]. (Translation of Yang [276] from the Chinese.)
Hu Yang. Matrix norm versions of the Kantorovich inequality and its applications [in English]. Applied Mathematics: A Journal of Chinese Universities, Series B (English Edition) 10(2):133–140 (1995). [MR 96e:15035, Zbl 837.15015] (Chinese summary: Gaoxiao Yingyong Shuxue Xuebao/A Journal of Chinese Universities, Series A (Hangzhou) 10(2):233 (1995).)
Hu Yang. Efficiency matrix and the partial ordering of estimate.Communications in Statistics—Theory and Methods 25:457–468 (1996) [MR 97b:62112, 875.62210].
Hu Yang and Zhiqing Dong. A new kind of measure of information loss in parameter estimation [in Chinese with English summary] Journal of Chongqing Jiaotong Institute 15(Suppl.):43–49 (1996).
Hu Yang and Song-Gui Wang. Condition numbers, the spectral norm and precision of estimators [in Chinese]. Yingyong Gailü Tongji / Chinese Journal of Applied Probability and Statistics (Shanghai) 7:337–343 (1991).
Lina Yeh. A note on Wielandt’s inequality. Applied Mathematics Letters 8(3):29–31 (1995) [MR 96e:15029, Zbl 827.15015].
Guang-Rong You. On Hölder’s inequalities for convexity. Journal of Mathematical Analysis and Applications 143:448–458 (1989) [Zbl 688.26010].
Jinlong Zhan and Jianbao Chen. The inefficiency of least squares in GaussMarkov and variance component models [in English]. Unpublished paper, Dept. of Basic Sciences, Kunming Institute of Technology, 12 pp. (1994).
Fuzhen Zhang. Matrix Theory: Basic Results and Techniques. Springer-Verlag, New York, in press (1999).
Shi-Qiong Zhou. On the weighted mean inequality [in Chinese]. Changsha Jiaotong Xueyuan Xuebao / Journal of the Changsha Communications Institute (Changsha) 7(3):52–61 (1991) [MR 95g:26036].
Shi-Qiong Zhou. The inverses of the Hölder inequality and their matrix forms [in Chinese]. Changsha Jiaotong Xueyuan Xuebao / Journal of the Changsha Communications Institute (Changsha) 9:10–16 (1993) [MR 95h:26033].
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Alpargu, G., Styan, G.P.H. (2000). Some Comments and a Bibliography on the Frucht—Kantorovich and Wielandt Inequalities. In: Heijmans, R.D.H., Pollock, D.S.G., Satorra, A. (eds) Innovations in Multivariate Statistical Analysis. Advanced Studies in Theoretical and Applied Econometrics, vol 36. Springer, Boston, MA. https://doi.org/10.1007/978-1-4615-4603-0_1
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