Stochastics, Statistics kategória termékei

Probability for Dummies

Bayes Rules! - An Introduction to Applied Bayesian Modeling

This book brings the power of modern Bayesian thinking, modeling, and computing to a broad audience. In particular, it is an ideal resour...

Outstanding User Interfaces with Shiny

Outstanding User Interfaces with Shiny provides the reader with necessary knowledge to develop beautiful and highly interactive user inte...

Data Science - A First Introduction

Data Science: An Introduction focuses on using the R programming language in Jupyter notebooks to perform basic data manipulation and cle...

The New Statistics with R - An Introduction for Biologists

A proven textbook based on materials developed over the last decade to teach linear, generalized, and mixed model analysis to students of...

Computer Age Statistical Inference, Student Edition - Algorithms, Evidence, and Data Science

Now in paperback and fortified with exercises, this brilliant, enjoyable text demystifies data science, statistics and machine learning.

The Art of Statistics - Learning from Data

A guide to the power and potential of statistical science in relation to the age of big data, determining for instance the luckiest passe...

Mathematics for Machine Learning

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions...

Bayesian statistics - Bayesian probability, Prosecutor's fallacy, Likelihood function, Bayesian inference, Naive Bayes classifier, Bayesian network, Odds ratio, Variational Bayesian methods, Ensemble Kalman filter, Principle of maximum entropy

Source: Wikipedia. Pages: 83. Chapters: Bayesian probability, Prosecutor's fallacy, Likelihood function, Bayesian inference, Naive Bayes ...

Naked Statistics - Stripping the Dread from the Data

Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actuall...

The Signal and the Noise - The Art and Science of Prediction

Nate Silver is a statistician and political forecaster at The New York Times. In 2012, he correctly predicted the outcome of 50 out of 50...

Using Multivariate Statistics

A Practical Approach to using Multivariate Analyses Using Multivariate Statistics, 6th edition provides advanced undergraduate as well as...

An Introduction to Applied Multivariate Analysis with R

The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, ...

Fifty Challenging Problems in Probability with Solutions - With Solutions

Remarkable puzzlers, graded in difficulty, illustrate elementary and advanced aspects of probability. These problems were selected for or...