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Author Baron, Michael, 1968- author

Title Probability and statistics for computer scientists / Michael Baron
Published [Place of publication not identified] : Chapman and Hall/CRC, 2013
Online access available from:
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Description 1 online resource : illustrations
Contents ; Introduction to Statistics; Population and sample, parameters and statistics; Simple descriptive statistics; Graphical statistics Statistical Inference I ; Parameter estimation; Confidence intervals; Unknown standard deviation; Hypothesis testing; Inference about variances Statistical Inference II; Chi-square tests; Nonparametric statistics; Bootstrap; Bayesian inference Regression; Least squares estimation; Analysis of variance, prediction, and further inference; Multivariate regression; Model building Appendix; Appendix ; Inventory of distributions; Distribution tables; Calculus review; Matrices and linear systems; Answers to selected exercises Index Summary, Conclusions, and Exercises are included at the end of each chapter
Introduction and Overview; Making decisions under uncertainty; Overview of this book Probability and Random Variables ; Probability; Sample space, events, and probability; Rules of Probability; Equally likely outcomes. Combinatorics; Conditional probability
Subject Mathematical statistics -- Textbooks.
Mathematical statistics -- Computer simulation -- Textbooks.
Probabilities -- Textbooks.
Probabilities -- Computer simulation -- Textbooks.
Genre/Form Textbooks.
Form Electronic book
ISBN 143987591X (PDF)
9781439875919 (PDF)