Introduction To The Theory Of Statistical Inference (chapman & Hall/crc Texts In Statistical Science)
by Hannelore Liero /
2011 / English / PDF
2.4 MB Download
Based on the authors’ lecture notes,
Based on the authors’ lecture notes,Introduction to the
Theory of Statistical Inference
Introduction to the
Theory of Statistical Inference presents concise yet
complete coverage of statistical inference theory, focusing on
the fundamental classical principles. Suitable for a
second-semester undergraduate course on statistical inference,
the book offers proofs to support the mathematics. It illustrates
core concepts using cartoons and provides solutions to all
examples and problems.
presents concise yet
complete coverage of statistical inference theory, focusing on
the fundamental classical principles. Suitable for a
second-semester undergraduate course on statistical inference,
the book offers proofs to support the mathematics. It illustrates
core concepts using cartoons and provides solutions to all
examples and problems.Highlights
HighlightsBasic notations and ideas of statistical inference are
explained in a mathematically rigorous, but understandable, form
Basic notations and ideas of statistical inference are
explained in a mathematically rigorous, but understandable, formClassroom-tested and designed for students of mathematical
statistics
Classroom-tested and designed for students of mathematical
statisticsExamples, applications of the general theory to special
cases, exercises, and figures provide a deeper insight into the
material
Examples, applications of the general theory to special
cases, exercises, and figures provide a deeper insight into the
materialSolutions provided for problems formulated at the end of each
chapter
Solutions provided for problems formulated at the end of each
chapterCombines the theoretical basis of statistical inference with
a useful applied toolbox that includes linear models
Combines the theoretical basis of statistical inference with
a useful applied toolbox that includes linear modelsTheoretical, difficult, or frequently misunderstood problems
are marked
Theoretical, difficult, or frequently misunderstood problems
are marked
The book is aimed at advanced undergraduate students, graduate
students in mathematics and statistics, and
theoretically-interested students from other disciplines. Results
are presented as theorems and corollaries. All theorems are
proven and important statements are formulated as guidelines in
prose. With its multipronged and student-tested approach, this
book is an excellent introduction to the theory of statistical
inference.
The book is aimed at advanced undergraduate students, graduate
students in mathematics and statistics, and
theoretically-interested students from other disciplines. Results
are presented as theorems and corollaries. All theorems are
proven and important statements are formulated as guidelines in
prose. With its multipronged and student-tested approach, this
book is an excellent introduction to the theory of statistical
inference.
