Exploratory analysis of the data, Basic Statistics

Assignment Help:

The Home Improvement Company (HIC) operates five stores in a large regional area. The company wished to study the relationship between x, house value ($'000) and Y, yearly expenditure on house maintenance ($ upkeep) as a basis for promoting the types of products it sells.

A random sample of the owners of 40 houses was taken. They were asked to estimate their maintenance expenditure on the types of products HIC sells. HIC then contacted real estate agents to value the houses. See the data file.

The task of modelling the relationship between Upkeep (Y) and Value (x) was assigned to an analyst within HIC. All the data had been validated and the analyst was instructed not to delete data for 'statistical convenience'.

Part (a)

You are to decide which of the three models below are most appropriate, where Y = estimated maintenance spend (upkeep) and x = house value

Y= β0 + β1x +ε

Log(Y) = β01x +ε

√y = β01x +ε

Your report for Part (a) should start with an exploratory analysis of the data, and then three sections, detailing the analyses of models (1), (2) and (3) and then a short recommendation.

You should analyse and report leverage points and outliers where appropriate using the template below but you cannot remove any data.


Related Discussions:- Exploratory analysis of the data

What is account code, The three-character alpha/numeric code allocated by t...

The three-character alpha/numeric code allocated by the Workplace of Economical Control (OFM) to recognize each account.

Find out the maximum travel distance per trip, Tchebyshev Distance (Maximum...

Tchebyshev Distance (Maximum Travel Distance per Trip Using Rectilinear Distance): It can be calculated by using following formula: d(X, Pi) = max{|x - ai|, |y - bi|} = ma

T TEST and chi square test, Course of Study MBA 10% B.Tech 90% BBA 0% Diplo...

Course of Study MBA 10% B.Tech 90% BBA 0% Diploma 0% Annual College Fee 25,000-30,000 0% 40,000-50,000 10% 85,000-90,000 90% 90,000 Above 0% Taken an Education Loan Yes 100

Determine the relative strength, The results of a study using focused compa...

The results of a study using focused comparison techniques showed that two independent variables distinguished between successful and unsuccessful negotiations with the US on secur

Basis of accounting, Basis of accounting This represents the technique and...

Basis of accounting This represents the technique and time of when income and costs or costs are acknowledged in the records and revealed in the fiscal reports. Talk about ACCRUAL

Kurtosis, how solve and get kurtosis

how solve and get kurtosis

Why is an increase in inventory shown as a negative amount?, Why is an incr...

Why is an increase in inventory shown as a negative amount? A rise in stock indicates that a company has purchased more goods than it has sold. Increasing stock requires a money

Derive the pure strategy nash equilibrium, There are two firms competing in...

There are two firms competing in quantity. Firm 1 and 2 set their quantities supplied, q1 and q2, respectively. The production costs are zero. The market price is given by

Comprehending Behavior Statistics, I was recently buying shoes when the sal...

I was recently buying shoes when the salesperson commented on how large my feet were. After telling him he had lousy sales techniques, I decided to investigate if I really do have

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd