Statistics project involving different kinds of analysis and the use of SPSS. Interpretation of output

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The project takes place on 03/09/2020 at 08:00 Netherlands(GMT+2) until 18:00 (GMT +2).

The project is a second year Communication Science Bachelor statistics project which involves the usage of SPSS. During the project a fictive data set needs to be analysed. Therefore it would useful if you are able to perform the following analysis and tasks:

- code nominal variables with more than 2 categories into dummy variables

- perform an ANOVA F-test of significance, using the BY keyword in SPSS UNIANOVA syntax

- interpret results of ANOVA F-tests of significance and can report them in APA-format

- identify moderation in research questions and theoretical models

- identify a possible interaction graphically for one dichotomous and one continuous variable

- interpret interaction terms in a linear regression equation and know how to compute predicted values for y with them

- report interaction results in APA style

- identify a possible interaction graphically for two categorical variables

- create a graph for an interaction effect based on predicted y value

- formulate null hypotheses regarding contrasts and can conduct planned comparisons for linear models with nominal variables with more than 2 categories as independent variables

- conduct post-hoc tests for linear models with nominal variables with more than 2 categories as independent variables and understand when these are appropriate

- formulate null hypotheses regarding contrasts and can conduct planned comparisons for 2x2 and 2x3 designs

- conduct post-hoc tests for 2x2 and 2x3 designs and understand when these are appropriate

- report the results of planned comparisons and post-hoc tests in APA format

- identify a pre-post intervention design and distinguish it from a between-group design

- name the units of analysis and the clustering variable for a given research design

- compute the Pearson correlation for observations in wide format and know it quantifies the extent of clustering

- pre-post intervention design data sets in long format

- perform a simple linear mixed model analysis for a pre-post intervention design

- interpret the output of a simple linear mixed model analysis for any within design (two levels), make predictions, calculate confidence intervals and do hypothesis testing & interpret the variance of the random effects

- report a simple linear mixed model analysis in APA form

- interpret and calculate intraclass correlations based on output

- recognize a mixed design: distinguishing within person (repeated measures) and between person variables (group variable or covariate).

Students can put mixed design data in long format

- perform a linear mixed model analysis on a mixed design data set with interaction effects

- interpret the output by making predictions, calculating confidence intervals and hypothesis testing

- interpret mixed design output: predicting values, calculate confidence intervals and hypothesis testing

- report mixed design analyses in APA format

- know that you can’t do a regression analysis when you want the dependent variable to be treated ordinally or when the model assumption of normally distributed residuals is not met

- choose, perform and interpret a Kruskall Wallis test for a nominal independent variable and an ordinal dependent variable, or when the model assumption of normally distributed residuals is not met

- choose, perform and interpret a rank order correlation for two ordinal variables (Spearman and Kendall)

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Feel free to ask any questions. If necessary I'll provide any materials that are needed.

SPSS Statistics ANOVA Statistical Analysis Research Writing

Project ID: #24728285

About the project

26 proposals Remote project Active 3 years ago

26 freelancers are bidding on average €11/hour for this job

charleslimnet

I possess exceptional data science and statistical analysis experience. I use Excel, STATA, R-Programming and SPSS software’s in qualitative and quantitative research and report writing. I hold MBA (Strategic Managemen More

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(363 Reviews)
7.5
suyashdhoot

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(161 Reviews)
7.2
IdealAftab

Hi there! I can help you with writing SPSS data analysis. let me know have you collected the data for analysis? Education: I have done Masters in Statistics. Experience: I am an experienced Academic Research paper an More

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(264 Reviews)
6.8
ZeeshanShah22

I am a statistical analyst, with strong background of Pure Statistics including strong grip on statistical software: SPSS, Excel, Minitab, STATA, Mathematica, Statistica and Eviews. Brilliant skills in Sample Size Dete More

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(117 Reviews)
6.4
sumbali

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(117 Reviews)
6.4
eldadshericks

Hello there, I am an expert SPSS statistician with great expertise in both qualitative and quantitative research and data analysis. I would gladly accept your offer for this project. My professionalism is unmatched an More

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(117 Reviews)
6.4
ngarag

Hi. I am an expert in statistics and can assist you with your analysis above. Kindly send the data so that I can assist you.

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(101 Reviews)
6.0
taliarehan

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(22 Reviews)
5.4
muratalper99

I have ph. D in statistics with vast experience in studying and running data analysis using spss. I can do your project efficiently

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(15 Reviews)
4.4
maurineted5

Greetings, I am Maurine, a bachelor in ECONOMICS & STATISTICS holder, and a proficient statistician. I offer data collection, analysis, interpretation, and presentation services. I'm competent in softwares such as Adva More

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(23 Reviews)
4.7
ihsan7401

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4.6
DrAmirAdly

Hello I am expert statistics instructor and consultant. I am professional in statistical analysis using software SPSS till version 25. I have completed similar projects (review my profile)

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(18 Reviews)
4.2
Galata16

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(12 Reviews)
3.8
expertswriting45

I am an academic for the last 20years and have vast experience in the area of research. I will be happy to help you out, let’s have a chat and discuss the project in more detailed. I will be happy to carry any changes More

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(2 Reviews)
1.5
bishakhamutsuddy

I have completed my graduation and post graduation from statistics.i have done my thesis report based on huge amount of data by SPSS which is similar like your project.i think I can help you more Relevant Skills and E More

€10 EUR / hour
(0 Reviews)
0.0
nkmtha009

Hi, I'm a great fit for this project. I'm a qualified Applied Mathematician and I have experience with SPSS. Thanks

€9 EUR / hour
(0 Reviews)
0.0
Nehakhurana3896

Hi, I can help you in proper research analysis using SPSS. Having experience in research analysis and got published my research papers in Scopus Index journals and others. Relevant Skills and Experience I can help you More

€8 EUR / hour
(0 Reviews)
0.0
iremaydas2

I am a data analyst and I perform similar analyses in SPSS almost every day. I also have teaching experience in use of SPSS.

€10 EUR / hour
(0 Reviews)
0.0
vdimitrios

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€8 EUR / hour
(0 Reviews)
0.0
ndamze4646

Dear Client, I do believe that having spent many years as a data analyst (SPSS), research methodology consultant and statistician by profession, therefore I do promise you that I can excellently do your work timely. I More

€9 EUR / hour
(0 Reviews)
0.0