Publications by Anoop
Bike sharing data
Introduction The regression problem this investigation aims to explore is multilinear regression. Bike-sharing rental process is highly correlated to the environmental and seasonal settings. For instance, weather conditions, precipitation, day of week, season and other factors can affect the rental behaviours. We will attempt to fit a multiple li...
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Bayesian Statistics Project
R Markdown Load required packages library(ggplot2) ## Warning: package 'ggplot2' was built under R version 4.0.4 library(dplyr) ## Warning: package 'dplyr' was built under R version 4.0.4 library(statsr) ## Warning: package 'statsr' was built under R version 4.0.4 ## Warning: package 'BayesFactor' was built under R version 4.0.4 ## Warning: pack...
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Modeling and prediction of movies using R
library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union library(ggplot2) library(magrittr) library(statsr) ## Loading required package: BayesFactor ## Loading requ...
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Capstone Project - Part 2
Background As a statistical consultant working for a real estate investment firm, your task is to develop a model to predict the selling price of a given home in Ames, Iowa. Your employer hopes to use this information to help assess whether the asking price of a house is higher or lower than the true value of the house. If the home is undervalued...
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EDA and Basic Model Selection
Let us load the necessary packages and then load the dataset required to perform the analysis library(MASS) library(dplyr) ## ## Attaching package: 'dplyr' ## The following object is masked from 'package:MASS': ## ## select ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are ma...
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Data Analysis Project - Statistical inference with the GSS data
SUMMARY The following project is the final requirement needed for the completion of course in inferentil Statistics from the online coursera specialization by the Duke University in Statistics with R. The GSS data set will be explored to answer the following question:is there a difference in the education level across the years for people of diff...
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Data analysis of the dataset BRFSS2013 data
Exploring the BRFSS_2013 Data Objective: Data analysis of the dataset BRFSS2013 data for the evaluation of the final assignment as part of the statistics with R by Duke University Part 1: Data The Behavioral Risk Factor Surveillance System (BRFSS) is a collaborative project between all of the states in the United States (US) and participating US ...
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Lexical Scoping
makeCacheMatrix <- function( x = matrix()) { inv <- NULL set <- function(y){ x <<- y inv <<- NULL } get <- function() {x} setInverse <- function(inverse) {inv <<- inverse} getInverse <- function() {inv} list(set = set, get = get, setInverse = setInverse, getInverse = getInverse) } cachesolve <- function(x, ...) {...
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Hospital Quality
R Markdown Loading required packages library(tidyverse) ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 -- ## v ggplot2 3.3.3 v purrr 0.3.4 ## v tibble 3.1.2 v dplyr 1.0.6 ## v tidyr 1.1.3 v stringr 1.4.0 ## v readr 1.4.0 v forcats 0.5.1 ## -- Conflicts ---------------------------------...
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Reproducible Research Project 2
Loading required libraries library(dplyr) library(ggplot2) library(magrittr) library(devtools) devtools::install_github('cttobin/ggthemr') library(ggthemr) Synopsis Storms and other severe weather events can cause both public health and economic problems for communities and municipalities. Many severe events can result in fatalities, injuri...
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