Linear statistical inference and its applications
by Rao, C. Radhakrishna · first published 1965
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…Multivariate Statistical Methods: Second Edition.\/} William W.\ Cooley and Paul R.\ Lohnes, {\it Multivariate Data Analysis.\/} A mathematically relatively serious text on regression: C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition.\/} For multivariate statistics with discrete data, consider George W.\ Snedecor and William G.\ Cochran, {\it Statistical Methods, Sixth Edition.\/} Stephen E.\ Fienberg, {\it The…
on “Foundations Machine Learning” ↗…Sons, New York, 1968. Apparently later editions of this book remain of interest. ---------------------------------------- A relatively serious book on 'regression analysis' is C. Radhakrishna Rao, 'Linear Statistical Inference and Its Applications: Second Edition', ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. ---------------------------------------- Three famous, general books on multivariate statistics are Maurice M. Tatsuoka, 'Multivariate…
on “Linear algebra tutorial in four pages” ↗…with more detail but still easy form in N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. with much more detail and carefully done in C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. Right, this stuff is not nearly new. So, with some assumptions, get lots of guarantees on the accuracy of the fitted model.…
on “The Limitations of Deep Learning” ↗…IBM Scientific Subroutine Package, SPSS, SAS, R, etc. to find some regression coefficients, they claim that their machine learned the coefficients. Gee, I didn't see that in, say, C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. or Breiman's CART. Again, the rest I see looks like hype. E.g., it appears that there is a basic, clever, publicity, hype idea:…
on “The AI Misinformation Epidemic” ↗…Friedman, Richard A.\ Olshen, Charles J.\ Stone, {\it Classification and Regression Trees,\/} ISBN 0-534-98054-6, Wadsworth \& Brooks/Cole, Pacific Grove, California, 1984.\ \ C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition,\/} ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967.\ \ A good start on convexity is Wendell H.\ Fleming, {\it Functions of Several Variables,\/} Addison-Wesley, Reading,…
on “Machine Learning Crash Course” ↗…Haberman, Analysis of Qualitative Data, Volume 2, New Developments, ISBN 0-12-312502-2, Academic-Press, 1979. Henry Scheffe, Analysis of Variance, John Wiley and Sons, New York, 1967. C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. N. R. Draper and H. Smith, Applied Regression Analysis, John Wiley and Sons, New York, 1968. Leo Breiman, Jerome H. Friedman, Richard…
on “Machine Learning 101 slidedeck: 2 years of headbanging, so you don't have to” ↗…infinity the errors wash out much as in the weak/strong laws of large numbers and we get to f'get about the errors -- maybe there is such a theorem, I should get out my copy of the old C. Radhakrishna Rao, Linear Statistical Inference and Its Applications: Second Edition, ISBN 0-471-70823-2, John Wiley and Sons, New York. and look or do some such derivations for myself. But, to what end if we don't believe the mathematical assumptions for the mathematical…
on “Statistically controlling for confounding constructs is hard (2016)” ↗…of Statistics, Third Edition,\/} McGraw-Hill, New York, 1974.\ \ N.\ R.\ Draper and H.\ Smith, {\it Applied Regression Analysis,\/} John Wiley and Sons, New York, 1968.\ \ C.\ Radhakrishna Rao, {\it Linear Statistical Inference and Its Applications:\ \ Second Edition,\/} ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967.\ \ Henry Scheff\'e, {\it Analysis of Variance,\/} John Wiley and Sons, New York, 1967.\ \ Yvonne M.\ M.\ Bishop, Stephen…
on “Acquisitions accelerate as tech giants seek to build AI smarts” ↗…Analysis', John Wiley and Sons, New York, 1971. Maurice M. Tatsuoka, 'Multivariate Analysis: Techniques for Educational and Psychological Research', John Wiley and Sons, 1971. C. Radhakrishna Rao, 'Linear Statistical Inference and Its Applications: Second Edition', ISBN 0-471-70823-2, John Wiley and Sons, New York, 1967. N. R. Draper and H. Smith, 'Applied Regression Analysis', John Wiley and Sons, New York, 1968. Leo Breiman, Jerome H. Friedman,…
on “Statistical Data Mining Tutorials (2005)” ↗Still remember his Linear Statistical Inference and Its Applications from 1973 (as well as the Cramer-Rao bound, which I think he put forward already in the 1940s).
on “Obituary for CR Rao (Indian Statistician): One of the Original Data Scientists” ↗