Highlights
Topic – Statistical Assignment 2021
Use the Dataset provided on Vula to do the following:
i) Import this dataset ‘Quant analysis dataset.xlsx’ into statistica from Vula.
ii) Save the file as .stw (with the same name), on your hard disk or removable disk
iii) Use the background information provided to you to formulate three possible Null and Alternative Hypotheses. One of these hypotheses must make a claim about the whole conceptual model.
iv) Note that variables beginning with ‘cmp’ measured competencies; ‘frq’ measured frequency of use of mobile technology; ‘busstrategy’ = business strategy; ‘comp’ = company performance.
v) Perform basic statistics on the demographic information of the respondents (age,position, marital status, and educational qualifications) and basic information about thebusiness (sector, age, number of employee) and interpret your findings (You can present your result in tables, figures or text where appropriate).
vi) Determine the extent to which the data distribution for each construct is normal. You canuse any two techniques known to you and show the results of the technique used.
vii) Test for the reliability of the data using two different methods known to you. Thetechniques used must be explained
viii) Conduct factor analysis; determine the best possible factors. Explain the item(s) thatcontributed the most to the factors. Suggest an appropriate new name for each factor.discuss the relationship between the items in each factor and how the mostcontributing item (to a factor) relate to the (most contributing items) to other factors
ix) Test the Hypotheses formulated above and explain which one is supported or rejected.The techniques used to test the Hypotheses must be stated and the results of the testsshould be attached and discussed.
x) You have been told that the academic qualification of business leaders moderates theinfluence of Competencies, Mobile technology and business strategy on businessperformance. Formulate the Null and Alternative for this claim and test it.Briefly explain the approach you have adopted to test the hypothesis and provide evidence of your findings.
xi) Finally, draw some useful conclusions from the finding
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