Testing statistical hypotheses

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• graycat · Oct 31, 2015 · Recommends

  Okay, PG has an hypothesis test. There's a large literature for that, e.g., E. L. Lehmann, Testing Statistical Hypotheses. E. L. Lehmann, Nonparametrics: Statistical Methods Based on Ranks. Sidney Siegel, Nonparametric Statistics for the Behavioral Sciences. In this case, PG will be more interested in the non-parametric…

  on “A Way to Detect Bias” ↗
• NY_USA_Hacker · Mar 20, 2011 · Recommends

  …our results by manipulating the data in ways where we need to know little or nothing about the distribution. The strong emphasis on hypothesis testing is curious. There is more in: E. L. Lehmann, 'Testing Statistical Hypotheses', John Wiley and Sons. E. L. Lehmann, 'Nonparametrics: Statistical Methods Based on Ranks', ISBN 0-8162-4994-6. Downey's book mentioned the chi-square distribution: The main point is that if X_1,…

  on “Think Stats, using python to learn stats ” ↗
• graycat · Aug 21, 2015 · Recommends

  …artificial intelligence or machine learning or some such (I didn't use either), etc. Uh, it's statistical hypothesis testing, guys. Sorry 'bout that. For more, see, say some of the classics: E. L. Lehmann, Testing Statistical Hypotheses. E. L. Lehmann, Nonparametrics: Statistical Methods Based on Ranks. Sidney Siegel, Nonparametric Statistics for the Behavioral Sciences. Once I presented my work to Cisco. Their reaction was that…

  on “Statistical Anomaly Detection” ↗
• graycat · Nov 7, 2019 · Recommends

  …more in applied statistics. For much of engineering, e.g., quality control, the statistical hypothesis testing I outlined is common. There are now classic texts on hypothesis testing: E. L. Lehmann, Testing Statistical Hypotheses, John Wiley, New York, 1959. E. L. Lehmann, Nonparametrics: Statistical Methods Based on Ranks, ISBN 0-8162-4994-6, Holden-Day, San Francisco, 1975. Sidney Siegel, Nonparametric Statistics for the Behavioral…

  on “Introduction to Probability at an advanced level (2018) [pdf]” ↗
• faizshah · Nov 7, 2019 · Mentions

  I can't find the textbook this specific professor assigned but the assigned textbooks for this semester's section are: Testing Statistical Hypotheses (Cl) by Lehmann Theory Of Point Estimation by Lehmann Theoretical Statistics by Keener

  on “Theoretical Statistics – All Lectures (2018) [pdf]” ↗
• graycat · Jun 1, 2017 · Mentions

  …John Wiley and Sons, New York, 1971.\ \ Maurice M.\ Tatsuoka, {\it Multivariate Analysis: Techniques for Educational and Psychological Research,\/} John Wiley and Sons, 1971.\ \ E.\ L.\ Lehmann, {\it Testing Statistical Hypotheses,\/} John Wiley, New York, 1959.\ \ E.\ L.\ Lehmann, {\it Nonparametrics: Statistical Methods Based on Ranks,\/} ISBN 0-8162-4994-6, Holden-Day, San Francisco, 1975.\ \ Jaroslav H\'ajek and Zbyn\v ek…

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