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Statistical Analysis (Example)

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Assignment Two – Data Analysis 1 Institutional Affiliation: Student Name: Date: Part A: Comparing overall attitude towards the vacation of the resort between male and females To compare the overall attitudes towards the vacation resort between male and females a t-test was used-test is used to compare significant differences between two variables. The following are the hypothesis to be tested. Null hypothesis: There is no significant difference in overall attitude towards the vacation of the resort between males and females. Alternative hypothesis: There is a significant difference in overall attitude towards the resort between males and females. Table 1 below shows the N mean standard deviation and Std.Error Mean. The total number of females was 158 with an average rating of the overall attitude towards f the resort of 4.93(SD=1.089) while males were 80 with a mean rating of the overall attitude of 4.56 (SD=1.112).from the descriptive statistics we Location in first regression analysis while Biz facility is the significant factor when using five components from the factor analysis. Conclusion Even though the R-square values for the both regression analysis are less than 50% the test for analysis of variance shows that there exists a significant impact of 17 items concerning the importance of resort vacation on overall attitude and five factors obtained from the factor analysis on overall attitude. Each of the regression analysis tests has at least one variable which is significant. REFERENCES Hair J. F. Black W. C. Babin B. J. and Anderson R. E. (2014). Multivariate data analysis (7th ed.). Harrow UK: Pearson Education. APPENDIX Appendix 1: t-test Appendix 2: Factor analysis Appendix 3: Factor analysis-Extraction Appendix 4: Factor analysis-Rotation Appendix 5: Regression of 17 items concerning importance of resort vacation on overall attitude. Appendix 6: Regression of factor analysis components on overall attitude. [...]

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1-You will be given an SPSS data file for this assessment. Your task is to analyse the data and produce an academic report that details the core findings in regards to the problem as given at the outset of this research. You will need to demonstrate competency in a range of analytical techniques as well as in your ability to synthesise the information and write in a style appropriate for the purpose/audience. 2- Maximum 2500 words (excluding appendices) 3- Programme learning goals: Be effective analysts of information and Be effective written communicators 4-Paper learning outcomes: 1. Critically examine contemporary knowledge regarding observation, survey and experimental design. 2. Design research solutions based on a research question and prepare details of related procedures. 3. Examine assumptions, measurement, theory specification, theory operationalization, estimation of parameters, hypothesis testing, and interpretation of findings. 4. Analyse data using a range of techniques. can you please take a screen shoot for every step. because the lecturer want to put these in needs also to put the results in figures please. The resources we use in class: Hair, J. F., Black, W. C., Babin, B. J., and Anderson, R. E. (2014). Multivariate data analysis (7th ed.). Harrow, UK: Pearson Education. Statistical methods for practice and research : a guide to data analysis using SPSS / Ajai S. Gaur, S Gaur, Ajai S., 1977- author. Using multivariate statistics / Barbara G. Tabachnick, Linda S. Fidell. Tabachnick, Barbara G., 1936- author. The Moderator-Mediator Variable Distinction in Social Psychological Research: Conceptual, Strategic, and Statistical Considerations

Subject Area: Statistics

Document Type: Proofreading

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Project's rating is 5/5

Price $35

Words 275

Pages 1

Completed in 1 day

Expert Juliuss

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