# Mathematical Statistics

## e-books in Mathematical Statistics category

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science
by - Stanford University ,
Beginning with classical inferential theories, the book takes up a series of influential topics: survival analysis, logistic regression, empirical Bayes, the jackknife and bootstrap, random forests, neural networks, Markov chain Monte Carlo, etc.
(1753 views)
Bayesian Networks: Advances and Novel Applications
by - IntechOpen ,
Bayesian networks have recently experienced increased interest and diverse applications in numerous areas, including economics, risk analysis, assets and liabilities management, AI and robotics, transportation systems planning and optimization, etc.
(1985 views)
Lies, Damned Lies, or Statistics: How to Tell the Truth with Statistics
by - Colorado State University, Pueblo ,
This is a first draft of a free textbook for a one-semester, undergraduate statistics course. Contents: One-Variable Statistics - Basics; Bi-variate Statistics - Basics; Linear Regression; Probability Theory; Bringing Home the Data; Basic Inferences.
(2377 views)
Beginning Statistics
by - lardbucket.org ,
This book is meant to be a textbook for a standard one-semester introductory statistics course for general education students. Our motivation for writing it is to provide a low-cost alternative to many existing popular textbooks on the market.
(4209 views)

Linear Regression Using R: An Introduction to Data Modeling
by - University of Minnesota ,
The book presents one of the fundamental data modeling techniques in an informal tutorial style. Learn how to predict system outputs from measured data using a detailed step-by-step process to develop, train, and test reliable regression models.
(3494 views)
Bayesian Methods for Statistical Analysis
by - ANU Press ,
A book on statistical methods for analysing a wide variety of data. Topics: bayesian estimation, decision theory, prediction, hypothesis testing, hierarchical models, finite population inference, biased sampling and nonignorable nonresponse, etc.
(3899 views)
Foundations in Statistical Reasoning
by ,
Contents: Statistical Reasoning; Obtaining Useful Evidence; Examining the Evidence Using Graphs and Statistics; Inferential Theory; Testing Hypotheses; Confidence Intervals and Sample Size; Analysis of Bivariate Quantitative Data; Chi Square; etc.
(3955 views)
A Feel for Statistics
by - scientificlanguage.com ,
Here I present statistics for the ordinary person. Examples are taken from ordinary life. The book begins with basic concepts behind the statistics and never gets harder than simple arithmetic. The course is presented as a series of key ideas.
(3817 views)
Statistics Beyond the Absolute Basics
by - scientificlanguage.com ,
The book begins by expanding on some of the basic concepts such data types and variables. The basic choice then is between the family of statistics which compares groups, and the family which studies associations or correlations.
(3394 views)
Stats without Tears
by - BrownMath.com ,
This book is an alternative to the usual textbooks for a one-semester course in statistics. The author tried to make statistics approachable to anyone with high-school math, but it's still a technical subject. There is very little use of formulas.
(4121 views)
Online Statistics Education
by - Rice University ,
This is a resource for learning and teaching introductory statistics. It contains material presented in textbook format and as video presentations. This resource features interactive demonstrations and simulations, case studies, and an analysis lab.
(3927 views)
Differential Geometrical Theory of Statistics
by - MDPI AG ,
Contents: Geometric Thermodynamics of Jean-Marie Souriau; Koszul-Vinberg Model of Hessian Information Geometry; Divergence Geometry and Information Geometry; Density of Probability on manifold and metric space; Statistics on Paths and Manifolds; etc.
(4025 views)
by - OpenIntro ,
Statistics is an applied field with a wide range of practical applications. This book is geared to the high school audience and is specifically tailored to be aligned with the AP Statistics curriculum. It is already being used by many high schools.
(6183 views)
Quick Notes - Statistics
by - 21st Century Learning Products ,
Walter Antoniotti's book is for people with a limited mathematics background who want to learn the material covered in a traditional college statistics course and for people who want to learn statistics to enhance their career.
(4398 views)
A First Course In Mathematical Statistics
by - Cambridge University Press ,
This book provides the mathematical foundations of statistics. It explains the principles, and proves the formulae to give validity to the methods of the interpretation of statistical data. It is of interest to students of a wide variety of subjects.
(6477 views)
Statistical Inference for Everyone
by - Save The Broccoli Publishing ,
This is a new approach to an introductory statistical inference textbook, motivated by probability theory as logic. It is targeted to the typical Statistics 101 college student, and covers the topics typically covered in the first semester.
(5031 views)
Causal Inference
by - Chapman & Hall/CRC ,
The book provides a cohesive presentation of concepts of, and methods for, causal inference. It will be of interest to anyone interested in causal inference, e.g., epidemiologists, statisticians, psychologists, economists, sociologists, and others.
(6957 views)
Statistics Review: Including a probability theory background
- Wikipedia ,
Statistics is the study of the collection, analysis, interpretation, presentation and organization of data. It deals with all aspects of data including the planning of data collection in terms of the design of surveys and experiments.
(7366 views)
Dynamic Programming and Bayesian Inference: Concepts and Applications
by - InTech ,
Dynamic programming and Bayesian inference have been both intensively and extensively developed during recent years. The purpose of this volume is to provide some applications of Bayesian optimization and dynamic programming.
(5720 views)
Statistics Done Wrong
by - refsmmat.com ,
This is a guide to the most popular statistical errors and slip-ups committed by scientists every day, in the lab and in peer-reviewed journals. It assumes no prior knowledge of statistics, you can read it before your first statistics course.
(5581 views)
A Handbook of Statistics
by - Bookboon ,
A Handbook for Statistics provides readers with an overview of common statistical methods used in a wide variety of disciplines. The book focuses on giving the intuition behind the methods as well as how to execute methods using Microsoft Excel.
(5881 views)
Statistics
- Wikibooks ,
Statistics is used in almost every field of research. We will learn about subjects in modern statistics and some applications of statistics. We will also lay out some of the background mathematical concepts required to begin studying statistics.
(7893 views)
Mathematical Statistics
by - Open Court Pub. Co ,
The book shifts the emphasis in the study of statistics in the direction of the consideration of the underlying theory involved in certain important methods of statistical analysis, and introduces mathematical statistics to a wider range of readers.
(5681 views)
Applied Statistics
by - Bookboon ,
The book introduces the concepts, definitions, and terminology of the subject in an elementary presentation with a mathematical background which does not surpass college algebra. It should prepare the reader to make a good decision based on data.
(6845 views)
Foundations of Descriptive and Inferential Statistics
by - arXiv ,
These lecture notes were written to provide an accessible though technically solid introduction to the logic of systematical analyses of statistical data to undergraduate and postgraduate students in the Social Sciences and Economics in particular.
(8102 views)
Learning Statistics with R
by - University of Adelaide ,
This is an introductory statistics textbook pitched primarily at psychology students. It covers the standard topics of such a book: study design, descriptive statistics, the theory of hypothesis testing, t-tests, X2 tests, ANOVA and regression.
(10606 views)
Revealing Statistical Principles
by - Hodder Education Publishers ,
Written by a renowned statistician, this book presents the basic ideas behind the statistical methods commonly used in studies of human subjects. It is an ideal guide for advanced undergraduates who are beginning to do their own research.
(5763 views)
Statistics 1
by - Tampere University of Technology ,
Table of contents: Fundamental sampling distributions and data descriptions; One- and two-sample estimation; Tests of hypotheses; X2-tests; Maximum likelihood estimation; Multiple linear regression; Nonparametric statistics; Stochastic simulation.
(7637 views)
Everything you wanted to know about Data Analysis and Fitting
by - arXiv ,
These notes discuss, in a style intended for physicists, how to average data and fit it to some functional form. I try to make clear what is being calculated, what assumptions are being made, and to give a derivation of results.
(7279 views)
OpenIntro Statistics
by - OpenIntro ,
OpenIntro Statistics is intended for introductory statistics courses at the high school through university levels. There are a large selection of exercises at the end of each chapter useful for practice or homework assignments.
(8641 views)
Experimental Design and Analysis
by - Carnegie Mellon University ,
This book is intended as required reading material for the course Experimental Design for the Behavioral and Social Sciences, a second level statistics course for undergraduate students in the College of Humanities and Social Sciences...
(12068 views)
Think Bayes: Bayesian Statistics Made Simple
by - Green Tea Press ,
Think Bayes is an introduction to Bayesian statistics using computational methods. Contents: Bayes's Theorem; Computational statistics; Tanks and Trains; Urns and Coins; Odds and addends; Hockey; The variability hypothesis; Hypothesis testing.
(7688 views)
Principles of Uncertainty
by - Chapman and Hall/CRC ,
An accessible, comprehensive guide to the theory of Bayesian statistics, this book presents the subjective Bayesian approach, which has played a pivotal role in game theory, economics, and the recent boom in Markov Chain Monte Carlo methods.
(7601 views)
Introduction to Statistical Thinking
by - The Hebrew University of Jerusalem ,
This is an introduction to statistics, with R, without calculus. The target audience for this book is college students who are required to learn statistics, students with little background in mathematics and often no motivation to learn more.
(7802 views)
Theory of Statistics
by - George Mason University ,
This document is directed toward students for whom mathematical statistics is or will become an important part of their lives. Obviously, such students should be able to work through the details of 'hard' proofs and derivations.
(10775 views)
Statistics
by - University of California, Berkeley ,
This text was written for an introductory class in Statistics for students in Business, Economics, or Social Science. This is the first and last class in Statistics. It also covers logic and reasoning at a level suitable for a general course.
(11470 views)
Statistics for Health, Life and Social Sciences
by - BookBoon ,
This is a practical book. It is aimed at people who need to understand statistics, but not develop it as a subject. The typical reader might be a postgraduate student in health, life, or social science who has no knowledge of statistics.
(9147 views)
Introductory Statistics Notes
by - University of Alabama ,
It is important to know how to understand statistics so that we can make the proper judgments when a person presents us with an argument backed by data. Data are numbers with a context. We must always keep the meaning of our data in mind.
(8558 views)
Residuals and Influence in Regression
by - Chapman & Hall ,
In this monograph, we present a detailed account of the residual based methods that we have found to be most useful, and brief summaries of other selected methods. Our emphasis is on graphical methods rather than on formal testing.
(9639 views)
A First Course on Time Series Analysis with SAS
by - University of Wuerzburg ,
This book links up elements from time series analysis with a selection of statistical procedures used in general practice including the statistical software package SAS. The book addresses students of statistics, economics, demography, engineering.
(12193 views)
Engineering Statistics and Quality Control
by - McGraw-Hill ,
The present book is the outgrowth of a course in statistics for engineers which has been given at Purdue University. The book is written primarily as a text book for junior, senior, and graduate students of engineering and physical science.
(11254 views)
Statistical Treatment of Experimental Data
by - McGraw Hill ,
A concise, highly readable introduction to statistical methods. Even with a limited mathematics background, readers can understand what statistical methods are and how they may be used to obtain the best possible results from experimental data.
(10027 views)
Applied Multivariate Statistical Analysis
by - Springer ,
The authors present multivariate data analysis in a way that is understandable to non-mathematicians and practitioners confronted by statistical data analysis. The book has a friendly yet rigorous style. Mathematical results are clearly stated.
(17662 views)
Engineering Statistics Handbook
- NIST/SEMATECH ,
The goal of this handbook is to help scientists and engineers incorporate statistical methods in their work as efficiently as possible. Many parts of the book feature case studies or examples with computations from the free downloadable software.
(17796 views)
Multivariate Statistics: Concepts, Models, and Applications
by - Missouri State University ,
The book for a course in multivariate statistics for first year graduate or advanced undergraduates. It is neither a mathematical treatise nor a cookbook. Instead of complicated mathematical proofs the author wrote about mathematical ideas.
(11154 views)
Introductory Statistics: Concepts, Models, and Applications
by - Missouri State University ,
This e-book is a complete interactive study guide with quizzing functionality that reports to the instructor. The on-line text also has animated figures and graphs that bring the print graphic to life for deeper understanding.
(12884 views)
SPSS: Stats Practically Short and Simple
by - BookBoon ,
This textbook is for people who want to know how to use SPSS for analyzing data. The author has considerable experience of teaching many such people and assumes they know the basics of statistics but nothing about SPSS, or as it is now known, PASW.
(11577 views)
by - BookBoon ,
In today's economic environment it is practically impossible to avoid dealing with data gathering and analysis. This free textbook provides a comprehensive overview of the main topics in the area of statistic analysis for business and economics.
(19556 views)
Introduction to the Theory of Statistics
by - McGraw-Hill ,
A self contained introduction to classical statistical theory. The material is suitable for students who have successfully completed a single year's course in calculus with no prior knowledge of statistics or probability. Third revised edition.
(28627 views)
Introductory Statistics
by - Wiley ,
The popular introduction to statistics for students of economics or business. Presents an approach that is generally available only in much more advanced texts, yet uses the simplest mathematics consistent with a sound presentation.
(13653 views)
Essentials of Statistics: Exercises
by - BookBoon ,
After reading the theory book about Statistics it is time to test your knowledge to make sure that you are well prepared for your exam. This free exercise book follows the same structure as the theory book about Statistics.
(11992 views)
Essentials of Statistics
by - BookBoon ,
This compendium of probability and statistics offers an instruction in the central areas of these subjects. The focus is overview. The book is intensively examplefied, which give the reader a recipe how to solve all the common types of exercises.
(13280 views)
Statistical Tools for Economists
by - University of California, Berkeley ,
The contents: Economic Analysis and Econometrics; Analysis and Linear Algebra in a Nutshell; Probability Theory in a Nutshell; Limit Theorems in Statistics; Experiments, Sampling, and Statistical Decisions; Estimation; Hypothesis Testing.
(17968 views)
Statistical Theory
by - University of Illinois at Chicago ,
Table of contents: Statistics and Sampling Distributions; Point Estimation Basics; Likelihood and Maximum Likelihood Estimation; Sufficiency and Minimum Variance Estimation; Hypothesis Testing; Bayesian Statistic; What Else is There to Learn?
(13367 views)
Lectures on Statistics
by - University of Illinois ,
These notes are based on a course that the author gave at UIUC. No prior knowledge of statistics is assumed. A standard first course in probability is a prerequisite, but the first 8 lectures review results that are important in statistics.
(14404 views)
Statistics for the Social and Behavioral Sciences
by - Little, Brown ,
This textbook provides a first course in data analysis for students majoring in the social and behavioral sciences. The book is intended to be comprehensible to students who are not planning to go on to postgraduate study.
(13021 views)
Introduction to Statistical Thought
by ,
Upper undergraduate or graduate book in statistical thinking for students with a background in calculus and the ability to think abstractly. The focus is on ideas and concepts, as opposed to technical details of how to put those ideas into practice.
(13485 views)
Using R for Introductory Statistics
by - Chapman & Hall/CRC ,
A self-contained treatment of statistical topics and the intricacies of the R software. The book focuses on exploratory data analysis, includes chapters on simulation and linear models. It lays the foundation for further study and development using R.
(20308 views)
Computational Statistics
by - Springer ,
This book describes computationally-intensive statistical methods in a unified presentation, emphasizing techniques that arise in a wide range of methods. The book assumes an intermediate background in mathematics, computing, and statistics.
(14975 views)
Statistics: Methods and Applications
by - StatSoft, Inc. ,
A comprehensive statistics textbook for both beginners and advanced analysts. It presents analytic approaches and statistical methods used in science, business, industry, and data mining, written for the real-life practitioner of these methods.
(23193 views)
Collaborative Statistics
by - Illowsky Publising ,
Intended for introductory statistics courses for students at two and four-year colleges who are majoring in fields other than math or engineering. Intermediate algebra is the only prerequisite. The book focuses on applications rather than the theory.
(17298 views)
Elementary Statistical Methods
by - ResearchGate GmbH ,
The purpose of this book is to acquaint the reader with the increasing number of applications of statistics in engineering and the applied sciences. Our goal is to introduce the basic theory without getting too involved in mathematical detail.
(13720 views)
First Course in Statistics
by - G Bell ,
First part of the book is within the understanding of the ordinary person. Part 2 is more mathematical, but the results are explained in such a way that the reader shall gain a general idea of the theory and applications without mastering the proofs.
(14835 views)
Concepts and Applications of Inferential Statistics
by ,
Free full-length textbook written by a professor of psychology at Vassar College in Poughkeepsie, it offers teachers and students of statistics lots of information. The book covers probability, distribution and correlation, and regression.
(16110 views)