Exploratory data analysis on relevant variables in dataset

Assignment Help Accounting Basics
Reference no: EM13918706

You will submit one Word document for this activity. You will create this Word document by cutting and pasting SPSS output into Word.

This assignment consists of two parts. In the first part, you will utilize an existing dataset to analyze the dataset from repeated-measures experimental design. All SPSS output should be pasted into your Word document. In the second part, you will be asked to create a dataset for a hypothetical repeated-measures experimental design. Finally, you will answer questions about your hypothetical dataset.

Part A. SPSS Assignment
The "Activity 6.sav" file contains a dataset of a high school teacher interested in determining whether his students' test scores increase over the course of a 12 week period. In the dataset, you will find the following variables:
Participant: unique identifier
Gender: Male (M) or Female (F)
Score_0 - score on the initial course pre-test (first day of class)
Score_2 - score at the end of week 2
Score_4 - score at the end of week 4
Score_6 - score at the end of week 6
Score_8 - score at the end of week 8
Score_10 - score at the end of week 10
Score_12 - score at the end of the course (week 12)

To complete this Activity

1. Exploratory Data Analysis.
a. Perform exploratory data analysis on the relevant variables in the dataset. When possible, include appropriate graphs to help illustrate the dataset.
b. Compose a one to two paragraph write up of the data.
c. Create an APA style table that presents descriptive statistics for the sample.

2. Repeated-Measures ANOVA. Perform a repeated-measures ANOVA using the "Activity 6.sav" data set. You will use Score_0 through Score_12 as your repeated measure (7 levels), and gender as a fixed factor.
a. Is the assumption of sphericity violated? How can you tell? What does this mean in the context of interpreting the results?
b. Is there a main effect of gender? If so, explain the effect. Use post hoc tests when necessary or explain why they are not required in this specific case.
c. Is there a main effect time (i.e., an increase in scores from Week 0 to Week 12)? If so, explain the effect. Use post hoc tests when necessary or explain why they are not required in this specific case. Examine the output carefully and give as much detail as possible in your findings.
d. Write up the results in APA style and interpret them. Be sure that you discuss both main effects and the presence/absence of an interaction between the two.
Part B. Applying Analytical Strategies to an Area of Research Interest

3. Briefly restate your research area of interest.
a. Identify at least 2 variables for which you would utilize a repeated-measures ANOVA in your analysis. Describe the variables and their scale of measurement. Identify whether each factor is fixed or repeating. Where on the SPSS output would you look to find out if you violated the assumption of sphericity? If the data did violate this assumption, what would the impact be on your analysis?

Reference no: EM13918706

Questions Cloud

Lasa-the buying process : Every product or service has a buying process, even digital products and services. In this assignment, you will research and analyze the buying process for an online product or service, with which you (as a consumer) are familiar, from a business ..
Summarize the general idea of bayesian model averaging : Summarize the general idea of Bayesian model averaging. When would this method be preferred to choosing one of the alternative models?
Mathematical model of bieber fever : A mathematical model of Bieber Fever: The most infectious disease of our time? Recently, an outbreak of Bieber Fever has blossomed into a full pandemic, primarily among our youth
What is optimal solution and the total profit contribution : New sewing equipment is available that would increase the sewing operation capacity to 750 hours. If each of these situations is encountered separately, what is the optimal solution and the total profit contribution?
Exploratory data analysis on relevant variables in dataset : This assignment consists of two parts. In the first part, you will utilize an existing dataset to analyze the dataset from repeated-measures experimental design. All SPSS output should be pasted into your Word document. In the second part, you wil..
Is this a positive or negative benedicts test : 1) Is there a color change in the solution? Is this a positive or negative Benedict's test? 2) Which substance was oxidized?
Transaction in journal entries : Record the above transaction in journal entries
Financial ratios to assess organizational performance : Using the financial statements from your selected health care organization in Assignment 1, develop a financial plan for the next three (3) years.
Performance report : You should do the same in MS Excel, showing all steps to resolve it and then sends the file to the platform. Points will be provided by the process.

Reviews

Write a Review

Accounting Basics Questions & Answers

  How much control does fed have over this longer real rate

Hubbard argues that the Fed can control the Fed funds rate, but the interest rate that is important for the economy is a longer-term real rate of interest.   How much control does the Fed have over this longer real rate?

  Coures:- fundamental accounting principles

Coures:- Fundamental Accounting Principles: - Explain the goals and uses of special journals.

  Accounting problems

Accounting problems,  Draw a detailed timeline incorporating the dividends, calculate    the exact Payback Period  b)   the discounted Payback Period. the IRR,  the NPV, the Profitability Index.

  Write a report on internal controls

Write a report on Internal Controls

  Prepare the bank reconciliation for company

Prepare the bank reconciliation for company.

  Cost-benefit analysis

Create a cost-benefit analysis to evaluate the project

  Theory of interest

Theory of Interest: NPV, IRR, Nominal and Real, Amortization, Sinking Fund, TWRR, DWRR

  Liquidity and profitability

Distinguish between liquidity and profitability.

  What is the expected risk premium on the portfolio

Your Corp, Inc. has a corporate tax rate of 35%. Please calculate their after tax cost of debt expressed as a percentage. Your Corp, Inc. has several outstanding bond issues all of which require semiannual interest payments.

  Simple interest and compound interest

Simple Interest, Compound interest, discount rate, force of interest, AV, PV

  Capm and venture capital

CAPM and Venture Capital

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