of Irreproducible Research!
Description of Statistical Computation  

Author's title  
Author  *The author of this computation has been verified*  
R Software Module  rwasp_multipleregression.wasp  
Title produced by software  Multiple Regression  
Date of computation  Sun, 11 Nov 2012 05:10:16 0500  
Cite this page as follows  Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2012/Nov/11/t13526286546zrqg9elev5qnn4.htm/, Retrieved Tue, 21 Mar 2023 08:43:46 +0000  
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=187433, Retrieved Tue, 21 Mar 2023 08:43:46 +0000  
QR Codes:  


Original text written by user:  
IsPrivate?  No (this computation is public)  
Userdefined keywords  
Estimated Impact  111  
Tree of Dependent Computations  
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)  
 [Multiple Regression] [] [20121105 10:07:59] [63daa42bab46576bcb233b0e49169cb8]  R [Multiple Regression] [Verbetering berek...] [20121111 10:10:16] [4c7c16453d038d093cc11140275f1ca7] [Current]  
Feedback Forum  
Post a new message  
Dataset  
Dataseries X:  
3.57 116.96 116.70 3.85 117.40 116.90 3.49 117.52 117.15 3.65 118.25 117.53 3.66 118.97 118.04 3.37 119.01 118.44 3.18 118.99 118.81 2.81 119.15 119.03 2.26 119.00 119.04 2.32 119.21 119.09 2.86 119.47 119.21 2.76 119.52 119.30 2.79 119.87 119.52  
Tables (Output of Computation)  
\begin{tabular}{lllllllll} \hline Summary of computational transaction \tabularnewline Raw Input & view raw input (R code) \tabularnewline Raw Output & view raw output of R engine \tabularnewline Computing time & 17 seconds \tabularnewline R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=187433&T=0 [TABLE] [ROW][C]Summary of computational transaction[/C][/ROW] [ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW] [ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW] [ROW][C]Computing time[/C][C]17 seconds[/C][/ROW] [ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=187433&T=0
Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187433&T=0
As an alternative you can also use a QR Code: The GUIDs for individual cells are displayed in the table below:
\begin{tabular}{lllllllll} \hline Multiple Linear Regression  Estimated Regression Equation \tabularnewline inflatie[t] = + 40.7377099127032 + 0.962899381855201gezondheidsindex[t] 1.28355435732012afgevlakte_index[t] + e[t] \tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=187433&T=1 [TABLE] [ROW][C]Multiple Linear Regression  Estimated Regression Equation[/C][/ROW] [ROW][C]inflatie[t] = + 40.7377099127032 + 0.962899381855201gezondheidsindex[t] 1.28355435732012afgevlakte_index[t] + e[t][/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=187433&T=1
Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187433&T=1
As an alternative you can also use a QR Code: The GUIDs for individual cells are displayed in the table below:
\begin{tabular}{lllllllll} \hline Multiple Linear Regression  Ordinary Least Squares \tabularnewline Variable & Parameter & S.D. & TSTATH0: parameter = 0 & 2tail pvalue & 1tail pvalue \tabularnewline (Intercept) & 40.7377099127032 & 7.764026 & 5.247 & 0.000375 & 0.000188 \tabularnewline gezondheidsindex & 0.962899381855201 & 0.240593 & 4.0022 & 0.002509 & 0.001255 \tabularnewline afgevlakte_index & 1.28355435732012 & 0.219177 & 5.8563 & 0.00016 & 8e05 \tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=187433&T=2 [TABLE] [ROW][C]Multiple Linear Regression  Ordinary Least Squares[/C][/ROW] [ROW][C]Variable[/C][C]Parameter[/C][C]S.D.[/C][C]TSTATH0: parameter = 0[/C][C]2tail pvalue[/C][C]1tail pvalue[/C][/ROW] [ROW][C](Intercept)[/C][C]40.7377099127032[/C][C]7.764026[/C][C]5.247[/C][C]0.000375[/C][C]0.000188[/C][/ROW] [ROW][C]gezondheidsindex[/C][C]0.962899381855201[/C][C]0.240593[/C][C]4.0022[/C][C]0.002509[/C][C]0.001255[/C][/ROW] [ROW][C]afgevlakte_index[/C][C]1.28355435732012[/C][C]0.219177[/C][C]5.8563[/C][C]0.00016[/C][C]8e05[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=187433&T=2
Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187433&T=2
As an alternative you can also use a QR Code: The GUIDs for individual cells are displayed in the table below:
\begin{tabular}{lllllllll} \hline Multiple Linear Regression  Regression Statistics \tabularnewline Multiple R & 0.937381835487468 \tabularnewline Rsquared & 0.878684705501854 \tabularnewline Adjusted Rsquared & 0.854421646602225 \tabularnewline FTEST (value) & 36.2149187015857 \tabularnewline FTEST (DF numerator) & 2 \tabularnewline FTEST (DF denominator) & 10 \tabularnewline pvalue & 2.62771211948509e05 \tabularnewline Multiple Linear Regression  Residual Statistics \tabularnewline Residual Standard Deviation & 0.199863437626663 \tabularnewline Sum Squared Residuals & 0.399453936999472 \tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=187433&T=3 [TABLE] [ROW][C]Multiple Linear Regression  Regression Statistics[/C][/ROW] [ROW][C]Multiple R[/C][C]0.937381835487468[/C][/ROW] [ROW][C]Rsquared[/C][C]0.878684705501854[/C][/ROW] [ROW][C]Adjusted Rsquared[/C][C]0.854421646602225[/C][/ROW] [ROW][C]FTEST (value)[/C][C]36.2149187015857[/C][/ROW] [ROW][C]FTEST (DF numerator)[/C][C]2[/C][/ROW] [ROW][C]FTEST (DF denominator)[/C][C]10[/C][/ROW] [ROW][C]pvalue[/C][C]2.62771211948509e05[/C][/ROW] [ROW][C]Multiple Linear Regression  Residual Statistics[/C][/ROW] [ROW][C]Residual Standard Deviation[/C][C]0.199863437626663[/C][/ROW] [ROW][C]Sum Squared Residuals[/C][C]0.399453936999472[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=187433&T=3
Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187433&T=3
As an alternative you can also use a QR Code: The GUIDs for individual cells are displayed in the table below:
\begin{tabular}{lllllllll} \hline Multiple Linear Regression  Actuals, Interpolation, and Residuals \tabularnewline Time or Index & Actuals & InterpolationForecast & ResidualsPrediction Error \tabularnewline 1 & 3.57 & 3.56762811522933 & 0.00237188477066889 \tabularnewline 2 & 3.85 & 3.73459297178157 & 0.115407028218427 \tabularnewline 3 & 3.49 & 3.52925230827416 & 0.0392523082741574 \tabularnewline 4 & 3.65 & 3.74441820124682 & 0.094418201246818 \tabularnewline 5 & 3.66 & 3.78309303394929 & 0.123093033949293 \tabularnewline 6 & 3.37 & 3.30818726629547 & 0.0618127337045307 \tabularnewline 7 & 3.18 & 2.8140141664499 & 0.365985833550095 \tabularnewline 8 & 2.81 & 2.68569610893632 & 0.124303891063678 \tabularnewline 9 & 2.26 & 2.52842565808483 & 0.268425658084829 \tabularnewline 10 & 2.32 & 2.66645681040841 & 0.346456810408413 \tabularnewline 11 & 2.86 & 2.76278412681237 & 0.0972158731876324 \tabularnewline 12 & 2.76 & 2.69540920374631 & 0.0645907962536902 \tabularnewline 13 & 2.79 & 2.75004202878521 & 0.0399579712147872 \tabularnewline \hline \end{tabular} %Source: https://freestatistics.org/blog/index.php?pk=187433&T=4 [TABLE] [ROW][C]Multiple Linear Regression  Actuals, Interpolation, and Residuals[/C][/ROW] [ROW][C]Time or Index[/C][C]Actuals[/C][C]InterpolationForecast[/C][C]ResidualsPrediction Error[/C][/ROW] [ROW][C]1[/C][C]3.57[/C][C]3.56762811522933[/C][C]0.00237188477066889[/C][/ROW] [ROW][C]2[/C][C]3.85[/C][C]3.73459297178157[/C][C]0.115407028218427[/C][/ROW] [ROW][C]3[/C][C]3.49[/C][C]3.52925230827416[/C][C]0.0392523082741574[/C][/ROW] [ROW][C]4[/C][C]3.65[/C][C]3.74441820124682[/C][C]0.094418201246818[/C][/ROW] [ROW][C]5[/C][C]3.66[/C][C]3.78309303394929[/C][C]0.123093033949293[/C][/ROW] [ROW][C]6[/C][C]3.37[/C][C]3.30818726629547[/C][C]0.0618127337045307[/C][/ROW] [ROW][C]7[/C][C]3.18[/C][C]2.8140141664499[/C][C]0.365985833550095[/C][/ROW] [ROW][C]8[/C][C]2.81[/C][C]2.68569610893632[/C][C]0.124303891063678[/C][/ROW] [ROW][C]9[/C][C]2.26[/C][C]2.52842565808483[/C][C]0.268425658084829[/C][/ROW] [ROW][C]10[/C][C]2.32[/C][C]2.66645681040841[/C][C]0.346456810408413[/C][/ROW] [ROW][C]11[/C][C]2.86[/C][C]2.76278412681237[/C][C]0.0972158731876324[/C][/ROW] [ROW][C]12[/C][C]2.76[/C][C]2.69540920374631[/C][C]0.0645907962536902[/C][/ROW] [ROW][C]13[/C][C]2.79[/C][C]2.75004202878521[/C][C]0.0399579712147872[/C][/ROW] [/TABLE] Source: https://freestatistics.org/blog/index.php?pk=187433&T=4
Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=187433&T=4
As an alternative you can also use a QR Code: The GUIDs for individual cells are displayed in the table below:
 
Figures (Output of Computation)  
Input Parameters & R Code  
Parameters (Session):  
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;  
Parameters (R input):  
par1 = 1 ; par2 = Do not include Seasonal Dummies ; par3 = No Linear Trend ;  
R code (references can be found in the software module):  
library(lattice) 