PUMP PRESSURE Detrended Normal Q-Q Plot of Pump Presure Histogram Normal Q-Q Plot of Pump Presure 0.6- 100- Mean = 18.37 Std. Dev. = 918 N= 170 0.4- 80- 0.2- 60- 0.0000- 40- -0.2- 20- -2- -0.4- 16 18...

I need the interpretation for below requirements. Please find the regression printout belongs to my data set. please help me to interpret below;

1). Descriptive Analysis

2). Normality Tests

3). Q-Q Plots

4). P-P Plots

Extracted text: PUMP PRESSURE Detrended Normal Q-Q Plot of Pump Presure Histogram Normal Q-Q Plot of Pump Presure 0.6- 100- Mean = 18.37 Std. Dev. = 918 N= 170 0.4- 80- 0.2- 60- 0.0000- 40- -0.2- 20- -2- -0.4- 16 18 19 20 21 16.00 17.00 18.00 19.00 20.00 21.00 16 18 20 22 Observed Value Pump Presure Observed Value DENSITY Histogram Normal Q-Q Plot of Density Detrended Normal Q-Q Plot of Density 60- Mean = 1.75 Std. Dev. = 011 N= 170 0.50- 50- 0.25- 40- 0.00- 30- 20- -0.25- 10- -0.50- 1.72 1.73 1.74 1.75 1.76 1.7 1.78 1.72 1.74 1.76 1.72 1.73 174 175 1.76 1.7 1.78 1.78 Density Observed Value Observed Value VISCOSITY Histogram Detrended Normal Q-Q Plot of Viscosity Normal Q-Q Plot of Viscosity 40- 0.4- Mean = 3.87 Std. Dev. = 468 N= 170 0.2- 30- 0.0000- -0.2- 10- -0.4- 00 -0.6- 3.00 3.50 4.00 4.50 5.00 2.5 30 3.5 4.0 4.5 50 5.5 2.5 3.0 3.5 4.0 4.5 5.0 5.5 Viscosity Observed Value Observed Value PUMP PRESSURE DENSITY Normal P-P Plot of Density Detrended Normal P-P Plot of Density Normal P-P Plot of Pump Presure Detrended Normal P-P Plot of Pump Presure 0.15 1.0- 0.010o 1.07 0.8- 0.005- 0.8- 0.10- 0.0000- 0.6- 0.05- 0.4- -0.005- 0.4- 0.00- 0.2- -0.010- 0.2- -0.05- 0.0 0.0 -0.015+ 0.2 0'4 08 02 0'4 0.0-P 0.0 -0.10+ 0.0 1.0 0.0 0.6 0.8 1.0 0.2 0'4 0.6 0.8 1.0 0.2 0.4 0.6 0.8 1.0 Observed Cum Prob Observed Cum Prob Observed Cum Prob Observed Cum Prob VISCOSITY Normal P-P Plot of Viscosity Detrended Normal P-P Plot of Viscosity 1.0- 0.10- 0.8- 0.6- 0.05- 0.4- 0.00- 0.2 -0.05- 0.0 0.0 0.2 0.4 0.6 0.8 1.0 0.2 0.4 0.6 0.0 0.8 1.0 Observed Cum Prob Observed Cum Prob Expected Cum Prob Frequency Frequency Frequency Expected Cum Prob Deviation from Normal Expected Nor Expected Normal Deviation from Normal Expected Cum Prob Dev from Normal Dev from Normal Dev from Normal ఆ 80 Deviation from Normal o o


Extracted text: RANK Created Variables New Variable Label Source Variable X1 X2b Function Fractional Rank Percent PER001 Fractional Rank Percent of X1 Fractional Rank Percent PER002 Fractional Rank Percent of X2 X36 Y1b Fractional Rank Percent PERO03 Fractional Rank Percent of X3 Fractional Rank Percent PY1 Fractional Rank Percent of Y1 a. Mean rank of tied values is used for ties. b. Ranks are in ascending order. Explore Case Processing Summary Cases Valid Missing Total Descriptives Percent Percent Percent Pump Presure 170 100.0% 0.0% 170 100.0% Density 170 100.0% 0.0% 170 100.0% Descriptive Statistics Viscosity 170 100.0% 0.0% 170 100.0% Range Minimum Maximum Mean Std. Deviation Variance Pump Presure 170 5.00 16.00 21.00 18.3735 .91836 .843 Density 170 .06 1.72 1.78 1.7502 .01093 .000 Descriptives Viscosity 170 2.45 2.68 5.13 3.8696 .46779 .219 Statistic Std. Error 30# (%) 170 27.50 3.20 30.70 10.9341 4.48205 20.089 Pump Presure Mean 18.3735 .07043 Valid N (listwise) 170 95% Confidence Interval Lower Bound 18.2345 for Mean Upper Bound 18.5126 5% Trimmed Mean 18.3660 PPlot Median 18.0000 Variance .843 Model Description Std. Deviation .91836 Model Name MOD_1 Minimum 16.00 Series or Sequence 1 Pump Presure Maximum 21.00 Density Range 5.00 3 Viscosity Interquartile Range 1.00 Transformation None Skewness .536 .186 Non-Seasonal Differencing Kurtosis .449 .370 Seasonal Differencing Density Mean 1.7502 .00084 Length of Seasonal Period No periodicity 95% Confidence Interval Lower Bound 1.7486 for Mean Standardization Not applied Upper Bound 1.7519 Distribution Туре Normal 5% Trimmed Mean 1.7502 Location estimated Median 1.7500 Scale estimated Variance .000 Fractional Rank Estimation Method Blom's Std. Deviation .01093 Rank Assigned to Ties Mean rank of tied values Minimum 1.72 Applying the model specifications from MOD_1 Maximum 1.78 Range .06 Case Processing Summary Interquartile Range .02 Pump Presure Skewness .008 .186 Density Viscosity Kurtosis .594 .370 Series or Sequence Length 170 170 170 Viscosity Mean 3.8696 .03588 Number of Missing User-Missing 95% Confidence Interval Lower Bound 3.7988 Values in the Plot for Mean System-Missing Upper Bound 3.9405 The cases are unweighted. 5% Trimmed Mean 3.8766 Median 3.8400 Variance .219 Estimated Distribution Parameters Std. Deviation .46779 Pump Minimum 2.68 Presure Density Viscosity Maximum 5.13 Normal Distribution Location 18.3735 1.7502 3.8696 Range 2.45 Scale .91836 .01093 .46779 Interquartile Range .52 The cases are unweighted. Skewness .042 .186 Kurtosis .344 .370 Tests of Normality Kolmogorov-Smirnov Sig. Shapiro-Wilk Statistic df Statistic df Sig. Pump Presure .299 170 .000 .858 170 .000 Density .185 170 00 .913 170 .000 Viscosity .114 170 .000 .969 170 .001 a. Lilliefors Significance Correction