## Recently Published

##### Chapter5 Computing Assignment

Monte Carlo Estimates of Integrals

##### Ch5 Computing Lab: Nuts and bolts of Simulation

This lab guides you through the various codes used in the process of MC simulation.

##### ECDF_Quantiles

This lab demonstrates usage of R functions to estimate ecdf, plot ecdf, and compare theoretical and empirical distributions using qqplot and qqnorm. It also illustrates how quantiles are computing by the generic function quantile in R. Furthermore, it has two solved examples.

##### Regression Lab

Using Cars Data we look at various aspects of multiple regression: The question is how much is your car worth?

##### Pam_VIWorkshop_MotorSkills

This is an initial exploratory analysis of the motor skills data

##### ANOVA LAB

This Lab describes how to use R for 2 way ANOVA using Popcorn Data

##### Regression Lab: Spring 2018

We use data collected from Kelly Blue Book for several hundred 2005 used General Motors (GM) cars to explore and develop a multivariate regression model to determine car values based on a variety of characteristics such as mileage, make, model, engine size, interior style, and cruise control. In this lab we learn to look at residual plots to check for model assumptions, namely, heteroskedasticity, normality, and multicollinearity as well as explore techniques for variable selection and transformation of variables ot meet model assumptions.

##### Ch4_Lab_ANOVA

Helpful R Code for ANOVA

##### Chapter 3_Rcodes_Statistical Methods

Regression Lab

##### Model1+ it's corresponding robustness tests

Model 1
*Dependent Variable
* The lag of terrorist incidents involving Americans
* Independent Variables
The log of the population of the terrorists’ home country
The log of GDP/capita of the terrorists’ home country
The log of U.S. Military Aid to the terrorists’ home country
The log of the area of the terrorists’ home country
The Polity Democracy score of the terrorists’ home country
The CINC national capacity index of the terrorists; home country
Women’s economic rights of the terrorists’ home country
Robustness tests
R1: Model 1, plus a dummy for Muslim majority countries
R2: Model 1, plus the measure for physical integrity
R3: Model 1, plus the measure of American alliances
R4: Model 1, plus the count of terrorist incidents in the preceding year

##### Presentation

RWorkshop 2017

##### R workshop Feb 27, 2017

Simple examples using package MOSAIC
PS: The examples are taken from R Workshop conducted at JMM by RJP

##### Chapter 2_codes_Statistical Methods

Making connections between t-test, Regression and ANOVA using an online game data

##### knitr_demo

This is a basic demonstration of using package knitr with RStudio.Follow the steps enumerated below:
1) Compile your R code.
2) Save it in the working directory
3) Click on the notebook sign in the console of RStudio and run