Question: This project must be done with R studio program. please provide the related R scripts and result. Conduct a Principal Component Analysis on the USArrests

This project must be done with R studio program. please provide the related R scripts and result.

Conduct a Principal Component Analysis on the USArrests dataset. It is a built-in dataset, use the following code to load it: USArrests <- USArrests a. How many Principal Components were generated? Why?

How much of the total variance do the first two PC`s explain?

Plot the first two Principal Components against each other (hint: use biplot() )

Which original variable(s) contribute most to the first PC?

Which original variable(s) contribute most to the second PC?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

MATHEMATICS FOR MACHINE LEARNING Marc Peter Deisenroth A. Aldo Faisal Cheng Soon Ong Contents Foreword 1 Part I Mathematical Foundations 9 1 Introduction and Motivation 11 1.1 Finding Words for...

1.in this article, go to the references list and identify the three most influential articles and rank them in order . (to determine how influential articles is to check Google scholar to see how...

NUR 627: Advanced Epidemiology and Biostatistics for Nursing FINAL EXAMINATION DUE MAY 5, 2017 Margreat Murray Cohort 15 This test includes two sections. == The FIRST SECTION includes 36 questions ==...

Good Morning Everyone, I need some assistance with these two problem. I must calculate the Debt to Equity for Tesla Inc. using their financial statements ( also attached). AND I must calculate the...

think about what procedural changes would have the biggest positive impact, without being excessively costly for our lab members at every level (including undergrads!). Reference: the Lab Data Check...

Data Management and Data Analytics . Objective of the project . Base SAS Programming Using SAS Studio on SAS Viya C. SAS Visual Data Mining and machine Learning (In some questions Base SAS...

uetion1 OECD Health Statistics 2015 Definitions, Sources and Methods HEALTH STATUS (HEALTH_STAT) Access the dataset on Health Status in OECD.Stat:...

Using the case study below: Memo to the Project Sponsor. In the memo, outline the following: a. Recommendations for managing the project - should leverage the scope management plan and scope...

please identify hearsay evidence in Trial 2 in a tabular form (please cite references where appropriate). tabular form e.g. please give at least 15 hearsay evidence and statments. please see the...

The COVER model for Ethical Decision Making Student Materials1 I. INTRODUCTION Imagine you work as a salesperson for a company that sells products that are potentially harmful to children and you are...

Suppose that you have $1000 to invest, and you can invest it in stocks or bonds. Each month, bonds yield a certain return of 1.2%. Each month, stocks yield a risky return of 2% with probability 0.8...

In each of the following arithmetic sequences, find (i) the 100th term; (ii) the nth term. a. 0, -3, -6, ... 2 b. ,1, 3' 3 c. 21, 192, 18.... + a. Find the 100th term and nth term of the given...

1.You invest Rs. 10,000 in a savings account that earns 5% interest annually. How much will you have in the account after 5 year

Please answer just the questions, no explanation needed! 6. A firm has 6% coupon rate bonds outstanding with a current market price of $777. The annual yield to maturity is 10% and the par value is...

What will you do or say to Anthony about this issue?

A Many celebrities (including Ricky Martin, Selena Gomez, Laurence Fishburne, and Edward Norton) work with the United Nations as goodwill ambassadors for a variety of specific causes. Why do you...

C Do many Americans dismiss the plight of refugees as something that is not a problem? Does putting a human face on displaced people make them seem more real?