USE SPSS

Part 1 - Correlation Analysis

Task:Determine if there is a relationship betweenGPAandEnglish scores by doing the following.

[For this assignment, no literature review is needed. Simply provide the requested information. Use the provided format for the assignment. You will need to perform correlation analysis to identify the relationship between GPA and English Scores. Use Laerd Statistics to complete the assignment. Laerd Statistics walks you through all the points in the analysis step by step: https://statistics.laerd.com/premium/spss/pc/pearson-correlation-in-spss.php. Start with Pearson correlation. If the data do not meet the assumptions, you might need to use Spearman correlation.If this is the case, you also need to test the assumptions of Spearman correlation: https://statistics.laerd.com/premium/spss/sroc/spearmans-rank-order-correlation-in-spss.php]

Problem Statement

Purpose Statement

Research Questions and Hypothesis

Testing of Pearson Correlation Assumptions - Use the format suggested in Laerd Statistics (pp. 7-12) for listing the assumptions.

Assumption #1 - tell (i) what is, (ii) tell and show how it was tested, (iii) tell whether the data met the assumption, (iv) if data did not meet the assumption, tell what action you will take and show your action.

Assumption #2 - The same as above, and true for all other assumptions.

Results of Correlation Analysis - include tables and figures that demonstrate the results. Do not simply list them one after another.Any table or figure included should be interpreted.

Part 2: Simple/Linear Regression Analysis

Task: Determine ifGPA predictsEnglish scores

[Use Laerd Statistics to complete the assignment. Laerd Statistics walks you through all the points in the analysis step by step: https://statistics.laerd.com/premium/spss/lr/linear-regression-in-spss.php].

Problem Statement

Purpose Statement

Research Questions and Hypothesis

Testing of Linear Regression Assumptions - Use the format suggested in Laerd Statistics (pp. 7-9) for listing the assumptions.

Assumption #1 - tell (i) what is, (ii) tell and show how it was tested, (iii) tell whether the data met the assumption, (iv) if data did not meet the assumption, tell what action you will take and show your action.

Assumption #2 - The same as above, and true for all other assumptions.

Results of Linear Regression Analysis - include tables and figures that demonstrate the results. Do not simply list them one after another. Any table or figure included should be interpreted.

Part 3 - Results

After we perform the analysis, we report the results in a narrative format. For correlation analysis and linear regression analysis use the following pages in Laerd Statistics that provides conventional formats for reporting the results.

Person Correlation Analysis -Laerd Statistics p.17. If another correlation analysis is used find the appropriate reporting on Laerd Statistics

Linar Regression Analysis -Laerd Statistics p.19.

You can use the research question or form a heading: e.g. Relationship between X and X1. Or predictive relationship between X and Y.

DATA:

ENGLISH GPA

.851 3.34 .867 3.80 .816 3.98 .863 1.97 .999 2.76 .986 3.17 .817 2.63 .901 3.59 .752 3.94 .795 2.90 .867 2.66 .918 3.77 .919 2.25 .918 3.88 .799 3.47 .956 1.87 .907 3.30 1.012 2.57 .726 3.61 .681 2.50 .922 2.78 .871 3.18 .890 3.30 1.042 2.21 .711 2.29 .948 2.74 .930 2.10 1.104 3.57 .897 2.15 .770 3.98 .917 2.90 .856 3.13 .871 1.85 .845 3.37 .648 1.93 .984 3.10 1.001 2.11 .992 3.49 .722 2.83 1.062 3.36 .995 3.72 .732 2.86 .934 3.32 .807 3.40 .845 1.81 .788 3.13 .678 1.97 .954 3.86 1.035 2.20 .909 3.53 .650 3.57 .855 3.11 .863 3.73 .805 3.17 .765 2.02 .833 2.67 .890 4.00 .824 2.23 .969 2.61 .811 3.29 .845 2.23 .910 3.65 .961 2.32 .993 3.37 .880 3.16 .785 2.36 .895 3.67 .772 2.86 .752 2.88 .941 1.94 .790 2.30 .835 3.28 .916 2.90 .953 3.67 .748 2.61 .983 3.27 .617 3.41 .948 1.96 .852 2.45 .891 2.70 .951 2.76 .816 2.45 .770 2.01 1.041 2.31 .902 3.27 .995 1.92 .757 3.70 .813 2.10 .816 3.23 .665 2.55 .920 1.92 .810 3.74 .882 2.44 .693 3.01 .814 2.06 .859 3.04 .529 3.59 .702 2.05 .900 2.36 .972 2.15 .763 2.64 .917 2.84 .741 3.78 .853 3.10 .907 2.25 .936 2.78 .914 2.36 .822 3.09 .950 2.74 .847 2.94 .838 2.43 .847 3.31 .781 3.73 .878 3.32 .600 2.68 .966 3.97 .819 3.19 1.034 1.96 .813 3.39 .765 3.39 .888 2.81 .906 3.81 .836 2.24 1.018 2.48 .873 2.64 .836 2.87 .967 3.36 .780 3.84 .865 2.91 .920 3.51 .753 2.40 .826 3.87 .803 2.52 .844 2.94 .892 2.31 .810 3.18 .751 3.84 .765 2.47 .854 2.37 .852 2.71 .759 3.00 .730 3.60 .912 2.41 .933 3.11 .803 1.97 .897 2.50 .926 3.17 .983 1.83 .861 2.82 .813 1.82 .746 3.86 .906 3.33 .629 3.35 .760 2.28 .807 2.45 .945 3.89 .855 2.00 .838 2.81 .716 3.39 .860 2.20 .915 1.89 .887 2.28 .833 3.07 .880 2.23 .928 3.65 .772 3.35 .881 2.57 .827 2.83 .788 2.24 .925 3.14 .955 3.31 .891 3.75 1.005 3.53 .903 2.58 .955 3.65 .802 2.32 .928 3.57 .774 3.89 .767 2.98 .894 3.29 .810 2.23 .901 2.64 .873 2.21 .799 2.25 .955 2.25 .806 3.23 .642 3.53 .807 3.00 .765 3.76 .817 3.11 .612 2.27 .866 2.13 .863 3.14 .767 3.60 .911 3.01 .826 2.46 .836 3.71 .800 2.77 .929 2.83 .918 3.17 .775 3.80 .850 1.86 .750 2.59 .779 2.24 .737 3.46 .764 2.47 .869 3.15 .721 3.59 .837 2.86 .819 2.74 .675 3.84 .833 3.08 .881 2.39 .912 3.77 1.027 2.48 .853 3.24 .930 3.09 .758 2.46 .683 2.85 .844 2.98 .858 2.84 .794 2.60 .850 2.70 .769 2.38 .736 3.65 .855 3.37 .890 1.88 .786 2.12 .851 2.84 .805 3.94 .681 2.07 .909 2.76 .892 3.86 .853 2.53 .815 1.80 .832 1.87 .831 2.77 1.043 2.08 .794 3.76 .760 2.06 1.047 3.49 .886 2.09 .884 3.04 .955 3.97 .852 3.86 .815 3.55 .754 2.38 .853 3.65 .795 3.88 .769 3.53