SIMCE

Average standard testing results with average mother's and father's education level for schools in the greater Santiago area of Chile. Measurements are recorded from 2005-2011 and spatial coordinates of
the schools are provided.

Provides a suite of functions that fit models that use PPM type priors for partitions.
Models include hierarchical Gaussian and probit ordinal models with a (covariate
dependent) PPM. If a covariate dependent product partition model is selected,
then all the options detailed in Page, G.L.; Quintana, F.A. (2018)
<doi:10.1007/s11222-017-9777-z> are available. If covariate values are missing,
then the approach detailed in Page, G.L.; Quintana, F.A.; Mueller, P (2020)
<doi:10.1080/10618600.2021.1999824> is employed. Also included in the package is
a function that fits a Gaussian likelihood spatial product partition model that is
detailed in Page, G.L.; Quintana, F.A. (2016) <doi:10.1214/15-BA971>, and
multivariate PPM change point models that are detailed in Quinlan, J.J.; Page, G.L.;
Castro, L.M. (2023) <doi:10.1214/22-BA1344>. In addition, a function that fits a
univariate or bivariate functional data model that employs a PPM or a PPMx to
cluster curves based on B-spline coefficients is provided.

Garritt L. Page

ppmSuite

A Collection of Models that Employ Product Partition
Distributions as a Prior on Partitions

Jose J. Quinlan

S. McKay Curtis

Radford M. Neal

SIMCE function

data: A data frame with 1072 rows and the following variables:<dl>
 <dt>coords.x1</dt>
<dd>longitude coordinates of school</dd> <dt>coords.x2</dt>
<dd>lattitude coordinates of school</dd> <dt>Schoole</dt>
<dd>Unique school identifier</dd> <dt>COMUNA</dt>
<dd>Name of the commune in which the school resides</dd> <dt>SIMCE05-SIMCE11</dt>
<dd>Math score of standardized test in 2005-2011</dd> <dt>EDpad05-EDpad11</dt>
<dd>Average level of father's education of students that attended school 2005-2011</dd> <dt>EDmad05-EDmad11</dt>
<dd>Average level of mother's education of students that attended school 2005-2011</dd>
</dl>

Format

Standardized testing data in Chile — SIMCE

data: A data frame with 1072 rows and the following variables:<dl>
 <dt>coords.x1</dt>
<dd>longitude coordinates of school</dd>

 <dt>coords.x2</dt>
<dd>lattitude coordinates of school</dd>

 <dt>Schoole</dt>
<dd>Unique school identifier</dd>

 <dt>COMUNA</dt>
<dd>Name of the commune in which the school resides</dd>

 <dt>SIMCE05-SIMCE11</dt>
<dd>Math score of standardized test in 2005-2011</dd>

 <dt>EDpad05-EDpad11</dt>
<dd>Average level of father's education of students that attended school 2005-2011</dd>

 <dt>EDmad05-EDmad11</dt>
<dd>Average level of mother's education of students that attended school 2005-2011</dd>


</dl>

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SIMCE: Standardized testing data in Chile

Description

Arguments

Format