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Mathematical Statistics

e-books in Mathematical Statistics category

Book cover: Differential Geometrical Theory of StatisticsDifferential 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.
(899 views)
Book cover: Advanced High School StatisticsAdvanced High School Statistics
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.
(2042 views)
Book cover: Quick Notes - StatisticsQuick 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.
(452 views)
Book cover: A First Course In Mathematical StatisticsA 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.
(2317 views)

Book cover: Statistical Inference for EveryoneStatistical 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.
(1345 views)
Book cover: Causal InferenceCausal 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.
(1456 views)
Book cover: Statistics Review: Including a probability theory backgroundStatistics 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.
(4235 views)
Book cover: Dynamic Programming and Bayesian Inference: Concepts and ApplicationsDynamic 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.
(2934 views)
Book cover: Statistics Done WrongStatistics 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.
(2023 views)
Book cover: A Handbook of StatisticsA 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.
(2181 views)
Book cover: StatisticsStatistics
- 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.
(4622 views)
Book cover: Mathematical StatisticsMathematical 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.
(2293 views)
Book cover: Applied StatisticsApplied 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.
(2336 views)
Book cover: Foundations of Descriptive and Inferential StatisticsFoundations 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.
(4962 views)
Book cover: Learning Statistics with RLearning 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.
(3054 views)
Book cover: Revealing Statistical PrinciplesRevealing 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.
(2961 views)
Book cover: Statistics 1Statistics 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.
(4189 views)
Book cover: Everything you wanted to know about Data Analysis and FittingEverything 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.
(4143 views)
Book cover: OpenIntro StatisticsOpenIntro 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.
(4656 views)
Book cover: Experimental Design and AnalysisExperimental 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...
(6998 views)
Book cover: Think Bayes: Bayesian Statistics Made SimpleThink 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.
(4410 views)
Book cover: Principles of UncertaintyPrinciples 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.
(4212 views)
Book cover: Introduction to Statistical ThinkingIntroduction 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.
(4231 views)
Book cover: Theory of StatisticsTheory 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.
(7211 views)
Book cover: StatisticsStatistics
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.
(7472 views)
Book cover: Statistics for Health, Life and Social SciencesStatistics 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.
(5363 views)
Book cover: Introductory Statistics NotesIntroductory 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.
(5343 views)
Book cover: Residuals and Influence in RegressionResiduals 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.
(5802 views)
Book cover: A First Course on Time Series Analysis with SASA 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.
(8718 views)
Book cover: Engineering Statistics and Quality ControlEngineering 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.
(6356 views)
Book cover: Statistical Treatment of Experimental DataStatistical 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.
(6528 views)
Book cover: Applied Multivariate Statistical AnalysisApplied 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.
(12326 views)
Book cover: Engineering Statistics HandbookEngineering 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.
(7866 views)
Book cover: Multivariate Statistics: Concepts, Models, and ApplicationsMultivariate 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.
(7589 views)
Book cover: Introductory Statistics: Concepts, Models, and ApplicationsIntroductory 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.
(7731 views)
Book cover: SPSS: Stats Practically Short and SimpleSPSS: 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.
(7676 views)
Book cover: Statistics for Business and EconomicsStatistics for Business and Economics
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.
(7941 views)
Book cover: Introduction to the Theory of StatisticsIntroduction 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.
(9121 views)
Book cover: Introductory StatisticsIntroductory 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.
(8386 views)
Book cover: Essentials of Statistics: ExercisesEssentials 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.
(8321 views)
Book cover: Essentials of StatisticsEssentials 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.
(8471 views)
Book cover: Statistical Tools for EconomistsStatistical 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.
(14037 views)
Book cover: Statistical TheoryStatistical 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?
(9928 views)
Book cover: Lectures on StatisticsLectures 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.
(10904 views)
Book cover: Statistics for the Social and Behavioral SciencesStatistics 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.
(9312 views)
Book cover: Introduction to Statistical ThoughtIntroduction 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.
(10142 views)
Book cover: Using R for Introductory StatisticsUsing 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.
(9995 views)
Book cover: Computational StatisticsComputational 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.
(9998 views)
Book cover: Statistics: Methods and ApplicationsStatistics: 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.
(18765 views)
Book cover: Collaborative StatisticsCollaborative 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.
(12510 views)
Book cover: Elementary Statistical MethodsElementary 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.
(9868 views)
Book cover: First Course in StatisticsFirst 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.
(11467 views)
Book cover: Concepts and Applications of Inferential StatisticsConcepts 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.
(11579 views)