Fictional company AutosRUs’ newest prototype, the MechaCar, is suffering from production troubles that are blocking the manufacturing team’s progress. AutosRUs’ senior management enlisted assistance from the data analytics team to review the production data for insights that may help the manufacturing team overcome their production issues.

A statistical analysis of vehicle production using R

The analysis uses R language to run a multiple linear regression, t-tests, and generate summary statistics, in order to aid an automotive company in identifying the production troubles that are hindering the manufacture of a prototype car of theirs.

R_basics - Visualizing Air Quality data

Perform linear regression and T-tests on vehicle data

R_basics

Functions to perform population genetic summary-statistics calculations in R

Statistics and R

The purpose of this analysis is to help Mechacar's Manufacturing team to understand what car features impact car performance the most. The manufacturing team will incorporate the insights into the manufacturing process aiming to produce the best performing cars in the market, rebrand the company image, and regain market share.

A stastical analysis report using R.

Inhomogeneous higher-order summary statistics for point processes on linear networks

A statistical approach for meta-analyzing adjusted and unadjusted estimates from epidemiological cohorts/studies.

Analysis on MechaCar data to help the manufacturing team, using R to run multiple linear regression, summary statistics, and t-tests.

R code Tutorial

Car dealership technical assessment using R Tools for summary statistics, linear regression, p-values and r-squared values. Design of statistical study to compare performance against competition.

Analysis to car prototype data to fit a regression model to predict MPG.

Analysis of MechaCar dataset to establish relationships between features and miles per gallon(mpg) on a variety of cars. Various types of statistical analysis were performed using RStudio to establish potential relationships and the accuracy of each test respectively.

Conducted statistical analysis on MechaCar, a new prototype suffering from production troubles, data to provide insights that may help the manufacturing team.

R-Basics2 homework

R_basics Functions