Univariate analysis for Y
Prepared by BrailleR
Basic summary measures
Counts
29 values in all, made up of
23 unique values,
29 observed, and
0 missing values.
Measures of location
Data |
all |
5% trimmed |
10% trimmed |
Mean |
9.7827586 |
9.7827586 |
9.7962963 |
Quantiles
|
Quantile |
Value |
0% |
Minimum |
6.3 |
25% |
Lower Quartile |
7.9 |
50% |
Median |
10.3 |
75% |
Upper Quartile |
11.2 |
100% |
Maximum |
12.9 |
Measures of spread
Measure |
IQR |
Standard deviation |
Variance |
Value |
3.3 |
1.9863946 |
3.9457635 |
Basic univariate graphs
Histogram
![The histogram](data:image/png;base64,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)
This is a histogram, with the title: Histogram of y
"y" is marked on the x-axis.
Tick marks for the x-axis are at: 6, 7, 8, 9, 10, 11, 12, and 13
There are a total of 29 elements for this variable.
Tick marks for the y-axis are at: 0, 2, 4, 6, and 8
It has 7 bins with equal widths, starting at 6 and ending at 13 .
The mids and counts for the bins are:
mid = 6.5 count = 3
mid = 7.5 count = 5
mid = 8.5 count = 2
mid = 9.5 count = 2
mid = 10.5 count = 8
mid = 11.5 count = 7
mid = 12.5 count = 2
Boxplot
![The boxplot](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfgAAAD8CAMAAACsEEbvAAAAYFBMVEX9/v0AAAAAADkAAGUAOTkAOY8AZo8AZrU5AAA5ADk5AGU5OY85j7U5j9plAABlADllAGVltf2POQCPOTmPtY+P2/21ZgC1tWW1/v3ajzna/v39tWX924/9/rX9/tr9/v08am+kAAAAIHRSTlP/////////////////////////////////////////AFxcG+0AAAAJcEhZcwAACxIAAAsSAdLdfvwAAAWVSURBVHic7dyLUiJHGEDhHY2RXDCRRCJye/+33O7mqqYYuqcZGM45VZFa8N8e5nMuWFv5sTZkP669AXadhIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD014aMJDEx6a8NCEhyY8NOGhCQ9NeGjCQxMemvDQ7h1++dLEnj5Ofs/j+9Efp69fXl+Mmoe38DhLf034G79+wxCDwJ+U/ww//ea6e2Y1acaR/7n+Zvbf/cNH1M3XWfgBGMcD+PE9GL6uJo//NU144fjV8EKzkz16ZvNzEyfjf9d8Q7WiwAe5aTr0n9MRPA+PSTSapu/ZvnoEf/zM9oQRjvbvJ4Rhdv/wiS9coxej8GX5kr78Eg/bdOaOV+wIf3h1J/v9mXSyP327MJwg8OGMPk8H8iwizpv4NZzq0xl+HOEPr+6Yvz+z3v403EX3D58uyduz+xZ+lq71JfBfPgAMOA784dS9GP06CQ8Fp3rhB9PhVL+/uVsF9cXo6eN/b+7SPd2nm7u18EPscHO3/zg322CONx/nwr3apw978dc1+3v4zTPC31ebazw14aEJDw0Mz054aMJDEx6a8NCEhyY8NOGhCQ9NeGjCQxMemvDQhIcmPDThoQkPTXhowkMTHloX+MZuuQvCd5i1Syc8NOGhCQ9NeGjCQxMemvDQhIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD014aMJDEx6a8NCEhyY8NOGhCQ9NeGjCQxMemvDQhIcmPDThoQkP7U7gr/1/Eupcj/tqu8dOvzwY+B7XaqlIUfgBrNWS8MJnDNXfjm4rCp+d8MJnDNXfjm4rCp+d8MJnDNXfjm4rCp+d8MJnDNXfjm4rCp+d8M3JP9ZN+NwlhK+d8MJnDNXfjpYlhK+d8MJnDNXfjpYlhK+d8MJnDNXfjpYlhK+d8MJnDNXfjpYlhK+d8MJnDNXfjpYleoTf/mPSizwOHv6C++bo8XjF0xvkEZ+dR7zwGUP1t6NlCeFrJ7zwGUP1t6NlCeFrJ7zwGUP1t6NlCeFrJ7zwGUP1t6NlCeFrJ7zwGUP1t6NlCeFrJ3yfGMJXXlH47IQXPmOo/nZ0W1H47IQXPmOo/nZ0W1H47IQXPmOo/nZ0W1H47IQXPmOo/nZ0W1H47ITvFX7o9bivtnvs9MtDgbfchIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD014aMJDEx6a8NCEhyY8NOGhCQ9NeGjCQxMemvDQhIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD+2S8HbLXQ6+tPIzBWWyh0WFv8VJ4aGTwkMnhYdOCg+dFB46eafwdgMJD014aMJDEx6a8NCEhyY8NOGhCQ+tb/hZ+schryWji1Hz+F60aPHk4vcwtnxpnj6KJvcP+aNhk/P3UpqcN2e92Wsc8fP8/Rha/vW2npVNvryWTc7jLlxNwvRzyeT+IX80vtnFb28FkxH/nM29Anx8UwUt/vhYL/8uOXDTZMGi04d/w16Ma+YeuJvJ3UPB6DzSTfMO+cNq52zuFeCzD59N5Ud8KfxmD5ZNdz3Vr0sOkN3kbR7xhQd84bV2MxhO1g+l8PHCdA341WRcNrkYnfNe+4cvu8Kv0yVvXniPNmr+/GdgR/zyJds961zRP/w0/w2lyo68XYV3B4XX+Bp39QWffParnXF30Dv8qujQW3c54tPdQdGNRdyT8ZSbP90Rvsg968rUO3z5QRs+oBZdqNNk2fXlap/jy37dkVabnbeb/M0dNOGhCQ9NeGjCQxMemvDQhIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD014aMJDEx6a8NCEhyY8NOGhCQ9NeGjCQxMemvDQhIcmPDThoQkPTXhowkMTHprw0ISHJjw04aEJD014aMJDEx6a8NB+Alm6/+lIiUffAAAAAElFTkSuQmCC)
This graph has a boxplot printed horizontally
with the title:
"" appears on the x-axis.
"" appears on the y-axis.
Tick marks for the x-axis are at: 7, 8, 9, 10, 11, 12, and 13
This variable has 29 values.
There are no outliers marked for this variable
The whiskers extend to 6.3 and 12.9 from the ends of the box,
which are at 7.9 and 11.2
The median, 10.3 is 73 % from the left end of the box to the right end.
The right whisker is 1.06 times the length of the left whisker.
Assessing normality
Formal tests for normality
|
Statistic |
P Value |
Shapiro-Wilk |
0.9196 |
0.0297 |
Anderson-Darling |
0.9540 |
0.0137 |
Cramer-von Mises |
0.1748 |
0.0103 |
Lilliefors (Kolmogorov-Smirnov) |
0.1497 |
0.0957 |
Pearson chi-square |
8.2414 |
0.1434 |
Shapiro-Francia |
0.9323 |
0.0610 |
Normality plot
![The normality plot](data:image/png;base64,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)
Formal tests of moments
|
Statistic |
Z |
P Value |
D'Agostino skewness |
-0.3681 |
-0.935 |
0.3497 |
Anscombe-Glynn kurtosis |
1.8967 |
-1.878 |
0.0604 |