qqDuration
(Package: STAR) :
Quantile-Quantile Plot For Fitted Duration Distributions
Produces a QQ plot of empirical against theoretical quantiles of one of the following duration distributions: inverse Gaussian, log normal, log logistic, refractory exponential, gamma, weibull.
● Data Source:
CranContrib
● Keywords: distribution, ts
● Alias: qqDuration
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isiHistFit
(Package: STAR) :
ISI Histogram With Fitted Model and CI
Fits a duration model to isis from a spike train. Confidence intervals are also drawn.
● Data Source:
CranContrib
● Keywords: distribution, ts
● Alias: isiHistFit
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The smooth transformation function is a smooth version of the ecdf. A smooth density estimate as well as the inverse transformation (the quantile function) are also returned as attributes.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: mkM2U
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isi
(Package: STAR) :
Get Lagged Inter Spike Intervals (ISIs) From Data Frames
A utility function to create a vector containing the ith preceding inter spike interval (isi) at a given time.
● Data Source:
CranContrib
● Keywords: htest, survival, ts
● Alias: isi
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Writes the result of a gam fit in an html file.
● Data Source:
CranContrib
● Keywords: models, regression, smooth
● Alias: reportHTML.gam
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rexpMLE
(Package: STAR) :
Maximum Likelihood Parameter Estimation of a Refractory Exponential Model with Possibly
Estimate refractory exponential model parameters by the maximum likelihood method using possibly censored data.
● Data Source:
CranContrib
● Keywords: distribution, ts
● Alias: rexpMLE
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lockedTrain
(Package: STAR) :
Construct and Plot Time-Dependent Cross-correlation Diagram
lockedTrain constructs and plot.lockedTrain (and print.lockedTrain) plot what van Stokkum et al (1986) call a time-dependent cross-correlation diagram. The lags between spikes of a test and a reference trains are plotted against the time of occurrence or the rank of the reference train spikes.
● Data Source:
CranContrib
● Keywords: survival, ts
● Alias: lockedTrain, plot.lockedTrain, print.lockedTrain
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These functions / methods are designed to test a CountingProcessSamplePath object against a uniform Poisson process with rate 1.
● Data Source:
CranContrib
● Keywords: distribution, htest, survival, ts
● Alias: plot.CountingProcessSamplePath.summary, print.CountingProcessSamplePath.summary, summary.CountingProcessSamplePath
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reportHTML
(Package: STAR) :
Generic Function for Automatic HTML Report Generation
When a standard analysis is applied to some object it is useful to keep all the plots and summaries related to that analysis in a single place where they can be easily accessed and visualized. An html file containing the report of this analysis is ideally suited for that. The methods reportHTML generate such reports.
● Data Source:
CranContrib
● Keywords: IO, file, print
● Alias: reportHTML
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Designed to transform results of quickPredict obtained on interaction terms from the transformed scale (on which the variables are approximately uniformly distributed) onto the "native", linear scale.
● Data Source:
CranContrib
● Keywords: models, regression
● Alias: changeScale
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