Lectures On Probability Theory And Mathematical Statistics 3rd Edition
Download Lectures On Probability Theory And Mathematical Statistics 3rd Edition full books in PDF, epub, and Kindle. Read online free Lectures On Probability Theory And Mathematical Statistics 3rd Edition ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Lectures on Probability Theory and Mathematical Statistics
Author | : Marco Taboga |
Publsiher | : Unknown |
Total Pages | : 634 |
Release | : 2012-09-13 |
Genre | : Electronic Book |
ISBN | : 1468083120 |
Download Lectures on Probability Theory and Mathematical Statistics Book in PDF, Epub and Kindle
This book is a collection of lectures on probability theory and mathematical statistics. It provides an accessible introduction to topics that are not usually found in elementary textbooks. It collects results and proofs, especially on probability distributions, that are hard to find in standard references and are scattered here and there in more specialistic books.
Lectures on Probability Theory and Mathematical Statistics 3rd Edition
Author | : Marco Taboga |
Publsiher | : Createspace Independent Publishing Platform |
Total Pages | : 670 |
Release | : 2017-12-08 |
Genre | : Mathematical statistics |
ISBN | : 1981369198 |
Download Lectures on Probability Theory and Mathematical Statistics 3rd Edition Book in PDF, Epub and Kindle
The book is a collection of 80 short and self-contained lectures covering most of the topics that are usually taught in intermediate courses in probability theory and mathematical statistics. There are hundreds of examples, solved exercises and detailed derivations of important results. The step-by-step approach makes the book easy to understand and ideal for self-study. One of the main aims of the book is to be a time saver: it contains several results and proofs, especially on probability distributions, that are hard to find in standard references and are scattered here and there in more specialistic books. The topics covered by the book are as follows. PART 1 - MATHEMATICAL TOOLS: set theory, permutations, combinations, partitions, sequences and limits, review of differentiation and integration rules, the Gamma and Beta functions. PART 2 - FUNDAMENTALS OF PROBABILITY: events, probability, independence, conditional probability, Bayes' rule, random variables and random vectors, expected value, variance, covariance, correlation, covariance matrix, conditional distributions and conditional expectation, independent variables, indicator functions. PART 3 - ADDITIONAL TOPICS IN PROBABILITY THEORY: probabilistic inequalities, construction of probability distributions, transformations of probability distributions, moments and cross-moments, moment generating functions, characteristic functions. PART 4 - PROBABILITY DISTRIBUTIONS: Bernoulli, binomial, Poisson, uniform, exponential, normal, Chi-square, Gamma, Student's t, F, multinomial, multivariate normal, multivariate Student's t, Wishart. PART 5 - MORE DETAILS ABOUT THE NORMAL DISTRIBUTION: linear combinations, quadratic forms, partitions. PART 6 - ASYMPTOTIC THEORY: sequences of random vectors and random variables, pointwise convergence, almost sure convergence, convergence in probability, mean-square convergence, convergence in distribution, relations between modes of convergence, Laws of Large Numbers, Central Limit Theorems, Continuous Mapping Theorem, Slutsky's Theorem. PART 7 - FUNDAMENTALS OF STATISTICS: statistical inference, point estimation, set estimation, hypothesis testing, statistical inferences about the mean, statistical inferences about the variance.
Lectures on Probability Theory and Mathematical Statistics 2nd Edition
Author | : Marco Taboga |
Publsiher | : Unknown |
Total Pages | : 656 |
Release | : 2012-12-08 |
Genre | : Mathematical statistics |
ISBN | : 1480215236 |
Download Lectures on Probability Theory and Mathematical Statistics 2nd Edition Book in PDF, Epub and Kindle
This book is a collection of lectures on probability theory and mathematical statistics. It provides an accessible introduction to topics that are not usually found in elementary textbooks. It collects results and proofs, especially on probability distributions, that are hard to find in standard references and are scattered here and there in more specialistic books.The main topics covered by the book are as follows.PART 1 - MATHEMATICAL TOOLS: set theory, permutations, combinations, partitions, sequences and limits, review of differentiation and integration rules, the Gamma and Beta functions.PART 2 - FUNDAMENTALS OF PROBABILITY: events, probability, independence, conditional probability, Bayes' rule, random variables and random vectors, expected value, variance, covariance, correlation, covariance matrix, conditional distributions and conditional expectation, independent variables, indicator functions.PART 3 - ADDITIONAL TOPICS IN PROBABILITY THEORY: probabilistic inequalities, construction of probability distributions, transformations of probability distributions, moments and cross-moments, moment generating functions, characteristic functions.PART 4 - PROBABILITY DISTRIBUTIONS: Bernoulli, binomial, Poisson, uniform, exponential, normal, Chi-square, Gamma, Student's t, F, multinomial, multivariate normal, multivariate Student's t, Wishart.PART 5 - MORE DETAILS ABOUT THE NORMAL DISTRIBUTION: linear combinations, quadratic forms, partitions.PART 6 - ASYMPTOTIC THEORY: sequences of random vectors and random variables, pointwise convergence, almost sure convergence, convergence in probability, mean-square convergence, convergence in distribution, relations between modes of convergence, Laws of Large Numbers, Central Limit Theorems, Continuous Mapping Theorem, Slutski's Theorem.PART 7 - FUNDAMENTALS OF STATISTICS: statistical inference, point estimation, set estimation, hypothesis testing, statistical inferences about the mean, statistical inferences about the variance.
Lectures on Probability Theory and Statistics
Author | : J. Bernard Pierre Bertoin,F. Martinelli,Y. Peres |
Publsiher | : Unknown |
Total Pages | : 310 |
Release | : 2014-01-15 |
Genre | : Electronic Book |
ISBN | : 366219841X |
Download Lectures on Probability Theory and Statistics Book in PDF, Epub and Kindle
Probability Theory and Mathematical Statistics
Author | : Marek Fisz |
Publsiher | : Unknown |
Total Pages | : 677 |
Release | : 1980 |
Genre | : Mathematics |
ISBN | : 0898741793 |
Download Probability Theory and Mathematical Statistics Book in PDF, Epub and Kindle
Probability Theory and Mathematical Statistics
Author | : Ibragimoc |
Publsiher | : CRC Press |
Total Pages | : 336 |
Release | : 1996-09-01 |
Genre | : Mathematics |
ISBN | : 2919875140 |
Download Probability Theory and Mathematical Statistics Book in PDF, Epub and Kindle
First published in 1996. Routledge is an imprint of Taylor & Francis, an informa company.
Introduction to Probability
Author | : Joseph K. Blitzstein,Jessica Hwang |
Publsiher | : CRC Press |
Total Pages | : 599 |
Release | : 2014-07-24 |
Genre | : Mathematics |
ISBN | : 9781466575578 |
Download Introduction to Probability Book in PDF, Epub and Kindle
Developed from celebrated Harvard statistics lectures, Introduction to Probability provides essential language and tools for understanding statistics, randomness, and uncertainty. The book explores a wide variety of applications and examples, ranging from coincidences and paradoxes to Google PageRank and Markov chain Monte Carlo (MCMC). Additional application areas explored include genetics, medicine, computer science, and information theory. The print book version includes a code that provides free access to an eBook version. The authors present the material in an accessible style and motivate concepts using real-world examples. Throughout, they use stories to uncover connections between the fundamental distributions in statistics and conditioning to reduce complicated problems to manageable pieces. The book includes many intuitive explanations, diagrams, and practice problems. Each chapter ends with a section showing how to perform relevant simulations and calculations in R, a free statistical software environment.
Probability Theory and Mathematical Statistics Vol 1
Author | : B. Grigelionis,Yu. V. Prohorov,V. V. Sazonov,V. Statulevičius |
Publsiher | : Walter de Gruyter GmbH & Co KG |
Total Pages | : 656 |
Release | : 2020-05-18 |
Genre | : Mathematics |
ISBN | : 9783112314197 |
Download Probability Theory and Mathematical Statistics Vol 1 Book in PDF, Epub and Kindle
No detailed description available for "GRIGELIONIS: PROCEEDINGS OF THE FIFTH VILNIUS CONFERE E-BOOK".