WOLFRAM

estimates the parameters of the point process pproc from point data pdata.

FindPointProcessParameters[pdata,pproc,{{p,p0},{q,q0},}]

estimates the parameters p, q, with starting values p0, q0, .

Details and Options

Examples

open allclose all

Basic Examples  (1)Summary of the most common use cases

Estimate the parameter of a PoissonPointProcess:

Out[2]=2

Obtain the estimated process:

Out[3]=3

Compare the nearest neighbor function of the estimated process to the original data:

Out[6]=6

Scope  (3)Survey of the scope of standard use cases

Cluster point processes  (1)

Simulate a point configuration from a Matérn point process:

Out[2]=2

Use the "FindClusters" method to estimate a point process model:

Out[3]=3

Compare the Ripley measure between the original process and the estimated model:

Out[4]=4

Gibbs point processes  (2)

Estimate a hardcore point process:

Out[2]=2

Use automatic method:

Out[3]=3

Estimate an interaction point process:

Out[2]=2
Out[3]=3

Find the point process parameters:

Out[4]=4

Options  (3)Common values & functionality for each option

PointProcessEstimator  (2)

Estimate a cluster point process:

Use the "FindClusters" method to estimate a point process model:

Out[3]=3

Use the method of moments:

Out[4]=4

Estimate an interaction process:

Use "MaximumPseudoLikelihood" method:

Out[2]=2

Use "MaximumLikelihood" method:

Out[3]=3

WorkingPrecision  (1)

Estimate a cluster point process with arbitrary precision:

Specify WorkingPrecision:

Out[3]=3

FindPointProcessParameters uses MachinePrecision as default:

Out[4]=4
Wolfram Research (2020), FindPointProcessParameters, Wolfram Language function, https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.
Wolfram Research (2020), FindPointProcessParameters, Wolfram Language function, https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.

Text

Wolfram Research (2020), FindPointProcessParameters, Wolfram Language function, https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.

Wolfram Research (2020), FindPointProcessParameters, Wolfram Language function, https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.

CMS

Wolfram Language. 2020. "FindPointProcessParameters." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.

Wolfram Language. 2020. "FindPointProcessParameters." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/FindPointProcessParameters.html.

APA

Wolfram Language. (2020). FindPointProcessParameters. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/FindPointProcessParameters.html

Wolfram Language. (2020). FindPointProcessParameters. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/FindPointProcessParameters.html

BibTeX

@misc{reference.wolfram_2025_findpointprocessparameters, author="Wolfram Research", title="{FindPointProcessParameters}", year="2020", howpublished="\url{https://reference.wolfram.com/language/ref/FindPointProcessParameters.html}", note=[Accessed: 07-June-2025 ]}

@misc{reference.wolfram_2025_findpointprocessparameters, author="Wolfram Research", title="{FindPointProcessParameters}", year="2020", howpublished="\url{https://reference.wolfram.com/language/ref/FindPointProcessParameters.html}", note=[Accessed: 07-June-2025 ]}

BibLaTeX

@online{reference.wolfram_2025_findpointprocessparameters, organization={Wolfram Research}, title={FindPointProcessParameters}, year={2020}, url={https://reference.wolfram.com/language/ref/FindPointProcessParameters.html}, note=[Accessed: 07-June-2025 ]}

@online{reference.wolfram_2025_findpointprocessparameters, organization={Wolfram Research}, title={FindPointProcessParameters}, year={2020}, url={https://reference.wolfram.com/language/ref/FindPointProcessParameters.html}, note=[Accessed: 07-June-2025 ]}