4th Edition

Statistical Theory

By Bernard Lindgren Copyright 1993
646 Pages
by Chapman & Hall

648 Pages
by Routledge

This classic textbook is suitable for a first course in the theory of statistics for students with a background in calculus, multivariate calculus, and the elements of matrix algebra.

Preface. Preliminaries. Probability. Random Variables. Expectations. Limit Theorems. Some Parametric Families. Sampling and the Reduction of Data. Estimation. Testing of Hypotheses. Analysis of Categorical Data. Sequential Analysis. Multivariate Distributions. Nonparametric Tests. Linear Models and Analysis of Variance. Decision Theory. Tables. References and Further Reading. Answers to Problems. Index.

Biography

Bernard Lindgren