A Course in Statistics with R by Prabhanjan N. Tattar,Suresh Ramaiah,B. G. Manjunath

By Prabhanjan N. Tattar,Suresh Ramaiah,B. G. Manjunath

Integrates the idea and purposes of information utilizing R A path in facts with R has been written to bridge the space among idea and purposes and clarify how mathematical expressions are switched over into R courses. The publication has been basically designed as an invaluable significant other for a Masters scholar in the course of each one semester of the direction, yet also will support utilized statisticians in revisiting the underpinnings of the topic. With this twin aim in brain, the e-book starts off with R fundamentals and fast covers visualization and exploratory research. likelihood and statistical inference, consisting of classical, nonparametric, and Bayesian faculties, is built with definitions, motivations, mathematical expression and R courses in a fashion on the way to aid the reader to appreciate the mathematical improvement in addition to R implementation. Linear regression versions, experimental designs, multivariate research, and express information research are taken care of in a fashion which makes powerful use of visualization innovations and the comparable statistical strategies underlying them via useful purposes, and for that reason is helping the reader to accomplish a transparent realizing of the linked statistical models.

Key features:

  • Integrates R fundamentals with statistical concepts
  • Provides graphical displays which includes mathematical expressions
  • Aids realizing of restrict theorems of likelihood with and with out the simulation approach
  • Presents targeted algorithmic improvement of statistical versions from scratch
  • Includes sensible functions with over 50 facts sets

Show description

Read or Download A Course in Statistics with R PDF

Similar mathematical & statistical books

Computer Algebra Recipes for Mathematical Physics

* makes use of a pedagogical strategy that makes a mathematically difficult topic more straightforward and extra enjoyable to profit* Self-contained and standalone textual content which may be utilized in the school room, for a web direction, for self-study, as a reference* utilizing MAPLE permits the reader to simply and quick swap the types and parameters

Basic Statistics Using SAS Enterprise Guide: A Primer

This example-rich advisor exhibits you ways to behavior a variety of statistical analyses without SAS programming required. for every research, a number of actual information units, a quick creation of the strategy, and a transparent rationalization of the SAS firm consultant output are supplied.

Hedge Fund Modelling and Analysis using MATLAB (The Wiley Finance Series)

The second one publication in Darbyshire and Hampton’s Hedge Fund Modelling and research sequence, Hedge Fund Modelling and research utilizing MATLAB® takes benefit of the large library of integrated features and suite of monetary and analytic applications to be had to MATLAB®. this permits for a extra unique research of a few of the extra computationally in depth and complicated issues, comparable to hedge fund class, functionality dimension and mean-variance optimisation.

SAS Functions by Example, Second Edition

Totally up-to-date for SAS nine. 2, Ron Cody's SAS services via instance, moment version, is a must have reference for somebody who courses in Base SAS. With the addition of capabilities new to SAS nine. 2, this finished reference guide now contains greater than two hundred services, together with new personality, date and time, distance, likelihood, kind, and targeted services.

Extra info for A Course in Statistics with R

Example text

Download PDF sample

Rated 4.56 of 5 – based on 6 votes