|
|
(4 intermediate revisions by 4 users not shown) |
Line 1: |
Line 1: |
| '''Normal Distribution General Example Interval Data'''
| | #REDIRECT[[Normal_Distribution_Examples#Interval_Censored_Data]] |
| | |
| Eight units are being reliability tested and the following is a table of their times-to-failure:
| |
| | |
| | |
| {|align="center" border=1 cellspacing=1
| |
| |-
| |
| |colspan="3" style="text-align:center"| Table - Non-Grouped Data Times-to-Failure with intervals (lnterval and left censored)
| |
| |-
| |
| !Data point index
| |
| !Last Inspected
| |
| !State End Time
| |
| |-
| |
| |1 ||30||32
| |
| |-
| |
| |2 ||32||35
| |
| |-
| |
| |3 ||35||37
| |
| |-
| |
| |4 ||37||40
| |
| |-
| |
| |5 ||42||42
| |
| |-
| |
| |6 ||45||45
| |
| |-
| |
| |7||50||50
| |
| |-
| |
| |8||55||55
| |
| |}
| |
| | |
| '''Solution'''
| |
| | |
| This is a sequence of interval times-to-failure. This data set can be entered into Weibull++ by creating a data sheet that can be used to analyze times-to-failure data with interval and left censored data.
| |
| | |
| <math></math>
| |
| [[Image:lastinspected.png|thumb|center|400px| ]] | |
| | |
| [[Image:lastinspectedsheet.png|thumb|center|400px]]
| |
| | |
| The computed parameters for maximum likelihood are:
| |
| | |
| ::<math>\begin{align}
| |
| & \widehat{\mu }= & 41.40 \\
| |
| & {{{\hat{\sigma }}}_{T}}= & 7.740.
| |
| \end{align}</math>
| |
| | |
| For rank regression on x:
| |
| | |
| ::<math>\begin{align}
| |
| & \widehat{\mu }= & 41.40 \\
| |
| & {{{\hat{\sigma }}}_{T}}= & 9.03.
| |
| \end{align}</math>
| |
| | |
| For rank regression on y:
| |
| | |
| ::<math>\begin{align}
| |
| & \widehat{\mu }= & 41.39 \\
| |
| & {{{\hat{\sigma }}}_{T}}= & 9.25.
| |
| \end{align}</math>
| |
| | |
| | |
| A plot of the MLE solution is shown next.
| |
| | |
| <math></math>
| |
| [[Image:lastinspectedplot.png|thumb|center|400px| ]]
| |