Loading...

Messages

Proposals

Stuck in your homework and missing deadline? Get urgent help in $10/Page with 24 hours deadline

Get Urgent Writing Help In Your Essays, Assignments, Homeworks, Dissertation, Thesis Or Coursework & Achieve A+ Grades.

Privacy Guaranteed - 100% Plagiarism Free Writing - Free Turnitin Report - Professional And Experienced Writers - 24/7 Online Support

Normal probability plot excel 2007

13/11/2021 Client: muhammad11 Deadline: 2 Day

Short Exercise 4

Excel & SPSS Linear Regression Analysis and Analysis of Residuals

(25 points)

Your Name

Overview:
This assignment consists of three parts:
1. Simple Regression in Excel (8 points)
2. Simple Regression in IBM SPSS. (8 points)
3. Analysis of Residuals in IBM SPSS (7 points)
1. Simple Regression in Excel (Excel 2010, 2013, & 2016)
· In the first part an example shown for this analysis using the GPAvsGMAT.xls data.
· In the second part you have to repeat the same steps to for the IQvsGPA.xls
· You have to provide the same screenshots and results as in the examples that I provided.
1.1. EXAMPLE:
· To get the Data Analysis tool, first click on File > Options > Add-Ins > Go > Select Data Analysis Toolpack & Toolpack VBA. Data Analysis is now available under Excel’s Data tab. Open the Excel Worksheet GPAvsGMAT.xls and select Data Analysis > Regression. Then fill out the popup window as shown below, specifying GPA as the Y variable and GMAT as the X variable:

a. Screenshot from Excel

b. Summary output for regression analysis from Excel

This will produce the output:

SUMMARY OUTPUT

Regression Statistics

Multiple R 0.8086001

R Square 0.6538342 Adjusted R Square 0.6346027 Standard Error 0.4350142

Observations 20

ANOVA

df SS MS F Significance F

Regression 1 6.43372807 6.43373 33.9982 1.59668E-05

Residual 18 3.40627193 0.18924

Total 19 9.84

Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%

Intercept -1.699561 0.72677682 -2.3385 0.0311 -3.22646284 -0.17266 -3.2264628 -0.17265997

GMAT 0.0083991 0.001440476 5.8308 1.6E-05 0.005372795 0.011425 0.0053728 0.01142545

Note: If you are using Excel 2003 or 2007 version, you get the Data Analysis by following these steps:
* Simple Regression in Excel 2007
To get the Data Analysis tool in Excel 2007, click on the Office button (top left corner), and select Excell options > Add-Ins > Go > Select Data Analysis Toolpack & Toolpack VBA. Data Analysis is now available under Excel’s Data tab.

* Simple Regression in Excel 2003
To get the Data Analysis tool in Excel 2003, select Tools > Add-Ins > Select Data Analysis Toolpack & Toolpack VBA. Regression analysis is then available under Tools > Data Analysis

> Regression.

1.2 Repeat these steps for the data of IQvsGPA.xls.

In the second part you have to repeat the same steps to for the IQvsGPA.xls
You have to provide the same screenshots and results as in the examples that I provided. Provide your output as shown in example. (8 points)
a. Screenshot from Excel (2 points)
b. Summary output for regression analysis from Excel (6 points)
2. Simple Regression in IBM SPSS
EXAMPLE:

2.1 Start IBM SPSS Statistics 21, available from the Statistics menu of the standard COB PC configuration. Select File > Open > Data. Select to see Files of type: Excel. Open GPAvsGMAT.xls. Confirm that variable names should be read from the first row of data.

a. Screenshot from SPSS

2.1.1 Select Analyze > Regression > Linear. Specify Dependent=GPA, Independent=GMAT.

Select OK.

b. Summary output for regression analysis from SPSS

This will produce the following output:

Regression

Variables Entered/Removed b

Model

Variables Entered

Variables Removed

Method

1

GMAT a

.

Enter

a. All requested variables entered.

b. Dependent Variable: GPA

Model Summary

Model

R

R Square

Adjusted R Square

Std. Error of the Estimate

1

.809 a

.654

.635

.4350

a. Predictors: (Constant), GMAT

ANOVAb

Model

Sum of Squares

df

Mean Square

F

Sig.

1

Regression

6.434

1

6.434

33.998

.000(a)

Residual

3.406

18

.189

Total

9.840

19

a. Predictors: (Constant), GMAT

b. Dependent Variable: GPA

Coefficientsa

Model

Unstandardized Coefficients

Standardized Coefficients

t

Sig.

B

Std. Error

Beta

1 (Constant) GMAT

-1.700

.008

.727

.001

.809

-2.338

5.831

.031

.000

a. Dependent Variable: GPA

2.2. Repeat these steps for the data of IQvsGPA.xls. Provide your output as shown above. (12.5 points)

In the second part you have to repeat the same steps to for the IQvsGPA.xls
You have to provide the same screenshots and results as in the examples that I provided.
a. Screenshot from SPSS (2 points)

b. Summary output for regression analysis from SPSS (6 points)

3. Analysis of Residuals in IBM SPSS (7 points)
Refer to the IQvsGPA data. IBM SPSS to check on the three Regression Model assumptions Independence, Constant Variance, Normality.

Overview:
In the first part an example shown for this analysis using the GPAvsGMAT.xls data.
In the second part you have to repeat the same steps to for the IQvsGPA.xls and you have to provide the same tables and screenshots for IQvsGPA.xls.
3.1 Example:

Start IBM SPSS 22. Select File > Open > Data. Open GPAvsGMAT.xls (change file type to “Excel”).

Select Analyze > Regression > Linear and specify GPA as the Dependent and GMAT as the Independent variable.

To get SPSS to highlight any outliers, we click the Statistics button in the regression window, and check the box for Casewise Diagnostics. Note that the default value of standardized residual is 3, but you may want to replace it by 2 when you have a small sample size. Unusual observations, if any, will be displayed in a table in the output. Click Continue.

To study the Normality (or lack thereof) of the residuals, click the Plots button in the regression window, and select both the Normal Probability Plot and the related Histogram.

Remember that if Normality is present in the residuals, we would expect the points in the Probability Plot to fall on a straight line. From the Plots button menu we can also obtain a plot of the standardized residuals against (standardized) predicted values (of the dependent

2

variable). Select ZRESID and ZPRED from the menu (as y-axis and x-axis respectively). In this plot, we are hoping to see a random scatter. Look out for "funneling" patterns, illustrating that the variance is not constant, and functional relationship patterns, illustrating a deficiency in our model form.

3.2 Now, repeat these steps above to find out the three Regression Model Assumptions Independence, Constant Variance, Normality by using the IQvsGPA.xls data.

You have to provide the same tables and screenshots for IQvsGPA.xls.

Tip: You need to specify GPA as the Dependent and IQ as the Independent variable.

Paste the screenshots for each step as shown above.

Homework is Completed By:

Writer Writer Name Amount Client Comments & Rating
Instant Homework Helper

ONLINE

Instant Homework Helper

$36

She helped me in last minute in a very reasonable price. She is a lifesaver, I got A+ grade in my homework, I will surely hire her again for my next assignments, Thumbs Up!

Order & Get This Solution Within 3 Hours in $25/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 3 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 6 Hours in $20/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 6 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 12 Hours in $15/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 12 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

6 writers have sent their proposals to do this homework:

Calculation Guru
Premium Solutions
Supreme Essay Writer
A Grade Exams
Top Essay Tutor
Accounting Homework Help
Writer Writer Name Offer Chat
Calculation Guru

ONLINE

Calculation Guru

I have read your project description carefully and you will get plagiarism free writing according to your requirements. Thank You

$16 Chat With Writer
Premium Solutions

ONLINE

Premium Solutions

After reading your project details, I feel myself as the best option for you to fulfill this project with 100 percent perfection.

$26 Chat With Writer
Supreme Essay Writer

ONLINE

Supreme Essay Writer

I have read your project details and I can provide you QUALITY WORK within your given timeline and budget.

$28 Chat With Writer
A Grade Exams

ONLINE

A Grade Exams

I am a professional and experienced writer and I have written research reports, proposals, essays, thesis and dissertations on a variety of topics.

$20 Chat With Writer
Top Essay Tutor

ONLINE

Top Essay Tutor

Being a Ph.D. in the Business field, I have been doing academic writing for the past 7 years and have a good command over writing research papers, essay, dissertations and all kinds of academic writing and proofreading.

$45 Chat With Writer
Accounting Homework Help

ONLINE

Accounting Homework Help

I have worked on wide variety of research papers including; Analytical research paper, Argumentative research paper, Interpretative research, experimental research etc.

$26 Chat With Writer

Let our expert academic writers to help you in achieving a+ grades in your homework, assignment, quiz or exam.

Similar Homework Questions

I stand here writing nancy sommers summary - Medstar harbor hospital internal medicine residency - Wheeled coach case study solution - Leadership - Worm farm kits mitre 10 - Bjs ipod touch 6th generation - Cross exchange rate problems and solutions - Sew encoder wiring diagram - Need a paper done 750-100 words - A3 vs a1 paper size - Junot diaz drown discussion questions - Thesis and Outline due in a week - Smiths fuel gauge wiring diagram - Health Unit2-1 - PAD 520: Policy Analysis and Program Evaluation: The Executive Summary The Executive Summary - The crusades crescent and the cross answers - The author to her book literary devices - Bodyguard cardiff millennium centre - What is the stage gate process for new product development - Autosar crypto service manager - Did kentucky fried chicken change their name - Team operating principles example - The nature of dominant-minority group relations at any point in time is: - Final Paper - C6h8o6 i2 - Sample letter for va unemployability - Sexism Reflection Essay - World War 2 - The slave's dream poem questions and answers - Dna the code of life worksheet - Microstructure of steel ppt - Media ethics issues and cases 9th edition - How to cite the ib chemistry data booklet - Tempest act 3 scene 1 - The breadwinner novel study - Liberty bridge road practice - Yanomamo: the fierce people - Danny rivera shadow health questions - Diss 3 REL - Rheem 310 litre heat pump - Week 7 - Thirteen plays of bhasa pdf - Accounting theory - Teaching crabs how to read - Del richardson good rockin tonight - Black and decker case study pdf - How to identify hipo employees - Sony battling the marketing environment - Prince charles hospital mental health - Properties of metals practical - 61 domans road kanigan qld 4570 - Examples of parallel plots - Psychology vce study design - Science - Symbolism in book thief - Security architecture and design - Ness 8 zone alarm system - How to write a formal analysis - 300-350 word answer - English assignment - Mkt 571 price and channel strategy - Narrative therapy vs solution focused - Write a critical appraisal - Advantages and disadvantages of diesel power plant - Nutrition Therapy Strategies for Wound Healing - The mask you live in essay - Topic: Title: “Adur Estuary Sediment Characterisation – Fate and Transport of particles” - Holly cottage kennels warwick - Administrative agency governs regulatory compliance of the manufacturer - BI: Week 5 Assignment - 53 heysen parade hayborough - Zara harvard business case study - Healthcare leadership model self assessment - Area of a polygon on a coordinate plane - The trial balance of bellemy fashion center - Distance from venus to the sun in miles - David von drehle triangle the fire that changed america pdf - 13.5/20 as a percentage - Ayres sensory integration training australia - How to delete travel history on uber - 4400 kj to calories - Work breakdown structure cloud migration - Bsbrsk501 manage risk - Complete question in 15 hrs - 3 p of business communication - Cinema audiences blink at the same time - The theologian's tale two ships - Data visualization makes complex data more _______________ - 9.1 cellular respiration an overview - Apparent authority case law australia - Beaconhouse national university programs - Cbt nuggets jeremy cioara - 4rs model of reflective thinking - Johnson and johnson case study - Mental and emotional health ppt - Bernoulli's theorem experiment calculation - Number sense grades 4 6 - Fed up movie questions answer key - Nursing care plan concept map - Amp super leader usi