The Statistical Distribution Information section of the Reliability Distribution report displays information that is stored in each Distribution record that is linked to the Reliability Distribution record. Each Distribution record is a member of one of four Distribution subfamilies in which records can exist: Exponential, Lognormal, Normal, or Weibull. The following image displays the statistical distribution information for a Weibull record.
The following subsections are displayed for each Distribution record that is linked to the Reliability Distribution:
In the <Variable> Distribution subsection, <Variable> is the value that is stored in the Variable field in the Distribution record that is linked to the Reliability Distribution record. Throughout the documentation, we will refer to this subsection as the Distribution subsection.
The following table lists each item in the Distribution subsection and the corresponding Distribution record field whose data is displayed in the report.
Report Item | Distribution Field |
---|---|
Distribution Type |
Distribution Type |
Operating Time Units |
Units |
Fit Method |
Fit Method |
R2 | R-Squared |
Mean | Mean |
Standard Deviation | Standard Deviation |
Median |
Median |
The Parameters subsection contains information stored in a Distribution record (i.e., Weibull, Lognormal, Exponential, or Normal record). The Weibull, Lognormal, Exponential, or Normal record is linked to the Reliability Distribution record. The items that appear in the Parameters subsection will be different, depending on the type of Distribution record.
The following table lists each item in the Parameters subsection for a Weibull record whose data is displayed in the report. For a Weibull record, one row is displayed for each of the following field captions: Beta, Eta, and Gamma.
Report Item | Weibull Field |
---|---|
Beta | |
Value |
Beta |
Low |
Beta Low |
High | Beta High |
Calculated | Beta Fixed |
Eta | |
Value | Eta |
Low | Eta Low |
High |
Eta High |
Calculated | Eta Fixed |
Gamma | |
Value | Gamma |
Low | Gamma Low |
High |
Gamma High |
Calculated | Gamma Fixed |
The following table lists each item in the Parameters subsection for a Lognormal record whose data is displayed in the report. For a Lognormal record, one row is displayed for each of the following field captions: Mu, Sigma, and Gamma.
Report Item | Lognormal Field |
---|---|
Mu | |
Value |
Mu |
Low |
Mu Low |
High | Mu High |
Calculated | Mu Fixed |
Sigma | |
Value | Sigma |
Low | Sigma Low |
High |
Sigma High |
Calculated | Sigma Fixed |
Gamma | |
Value | Gamma |
Low | Gamma Low |
High |
Gamma High |
Calculated | Gamma Fixed |
The following table lists each item in the Parameters subsection for an Exponential record whose data is displayed in the report. For an Exponential record, one row is displayed for the field caption MTBF.
Report Item | Exponential Field |
---|---|
MTBF | |
Value |
MTBF |
Low |
MTBF Low |
High | MTBF High |
Calculated | MTBF Fixed |
The following table lists each item in the Parameters subsection for a Normal record whose data is displayed in the report. For a Normal record, one row is displayed for each of the following field captions: Mean, Standard Deviation.
Report Item | Normal Field |
---|---|
Mean | |
Value |
Mean |
Low |
Mean Low |
High | Mean High |
Calculated | Mean Fixed |
Standard Deviation | |
Value | Standard Deviation |
Low | Standard Deviation Low |
High |
Standard Deviation High |
Calculated | Standard Deviation Fixed |
The Goodness of Fit Test subsection displays information from the corresponding Distribution record.
The Kolmogorov-Smirnov test is the only test used to measure goodness of fit, so the Name column in the report is populated automatically with the value Kolmogorov-Smirnov test. The following table lists each remaining item in the Goodness of Fit Test subsection and the corresponding Distribution record field whose data is displayed in the report.
Report Item | Distribution Field |
---|---|
Statistic |
GOF Statistic |
P-Value |
GOF P-Value |
Passed |
Passed |
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