Developing a linear regression model

Assignment Help Basic Statistics
Reference no: EM13846523

1) Consider 70% for training dataset and 30% for validation dataset and fit a regression model using training dataset and apply all the concepts which were covered

2) Once the final model is done.Find the predicted values for validation dataset using the model obtained by training dataset.Compute R square and Root Mean Square and compare these values with R square and Residual Standard error obtained by the training model.

a) Checking whether linear regression modeling is appropriate for a problem at hand,

b) Developing a linear regression model when appropriate and

c) Validating a developed model.

Reference no: EM13846523

Questions Cloud

Examine how they discuss sexual issues : In this assignment, students will get comfortable using sexual terminology as well as examine how they discuss sexual issues with the important people in their lives
Capture the traffic between a domain client and its server : Using a network sniffer, capture the traffic between a domain client and its server during the logon process. Determine if the username and password are encrypted during this process.
Compare to the minimum recommendations for windows : Identify the professor type, processor speed, RAM, and hard disk space - How do these results compare to the minimum recommendations for Windows?
Describe the goals of clinical assessment and diagnosis : In 150 to 200 words, describe the goals of clinical assessment and diagnosis. Explain how these goals affect treatment
Developing a linear regression model : Developing a linear regression model
Compare to the minimum recommendations for windows : Identify the professor type, processor speed, RAM, and hard disk space - How do these results compare to the minimum recommendations for Windows?
What makes spreadsheets so revolutionary? : What makes spreadsheets so revolutionary?
Differences and similarities between males and females : Submit a 1,000-1,500-word essay on the differences and similarities between males and females. The textbook and lectures may be used as resources
What will kelseys gross tax : What will Kelsey's gross tax be in 2014 and 2015 if she contributes $1,500 to charity in each year? What will her gross tax be in 2014 and 2015 if she contributes $3,000 to charity in 2014 but makes no contribution in 2015?

Reviews

Write a Review

Basic Statistics Questions & Answers

  Random sample of records of sales

A realtor took a random sample of records of sales of homes from the files maintained by the Albuquerque Board of Realtors.

  Determining probability that mean is less

Mean=63.6 Standard deviation=2.5 If 36 data points are arbitrarily chosen, determine the probability that mean is less than 64.

  In a human factor experimental project it has been

in a human factor experimental project it has been determined that the reaction time of a pilot to a visual stimulus is

  A factory produces computer chips and the proportion of

a factory produces computer chips and the proportion of defective chips is 0.01 i.e. p0.01.suppose you take a sample

  1 create the data seta using the activity 6asav file as a

1. create the data set.a. using the activity 6a.sav file as a starting point create a new dataset that you can use with

  Distribution of normal probability

Micron Electronics makes both desktop and laptop personal computers that they sell directly to customers by phone or over the Internet.

  Determining point estimate and standard error

Determine the point estimate in this study? Compute the standard error in this example?

  Suppose that in ny state 35% of voters are democrats

Suppose that in NY State, 35% of voters are Democrats, 30% are Republicans, and 11% are independent. You are conducting a poll by randomly calling registered voters. In your first four calls, what is the probability that you talk to:

  What is the probability of a household having income below

the following cross tabulation shows household income by educational level of the head of household statistical

  Calculate the correlation coefficient perform a hypothesis

question an er nurse notices that when she and her colleagues are asked to work overtime they seem to get less sleep

  Radical expressions in daily life

Reflect on radical expressions and their applications, and then consider how you might apply radical expressions to your daily life. Explain this application,

  Testing a hypothesis about two independent means

Using the following number of flirtations actions in the 4 hour period, test the "null hypothesis'

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