IdahoPop

FIA Population Level Auxiliary Data for Idaho

datasets

A set of model-assisted survey estimators and corresponding
variance estimators for single stage, unequal probability, without replacement
sampling designs. All of the estimators can be written as a generalized
regression estimator with the Horvitz-Thompson, ratio, post-stratified, and
regression estimators summarized by Sarndal et al. (1992, ISBN:978-0-387-40620-6).
Two of the estimators employ a statistical learning model as the assisting model:
the elastic net regression estimator, which is an extension of the lasso regression
estimator given by McConville et al. (2017) <doi:10.1093/jssam/smw041>, and the
regression tree estimator described in McConville and Toth (2017) <arXiv:1712.05708>.
The variance estimators which approximate the joint inclusion probabilities can
be found in Berger and Tille (2009) <doi:10.1016/S0169-7161(08)00002-3> and the
bootstrap variance estimator is presented in Mashreghi et al. (2016)
<doi:10.1214/16-SS113>.

Kelly McConville

mase

Model-Assisted Survey Estimators

Josh Yamamoto

Becky Tang

George Zhu

Sida Li

Shirley Chueng

Daniell Toth

IdahoPop function

A data frame with 44 rows and 6 columns:<dl>
 <dt>COUNTYFIPS</dt>
<dd>Unique identifier of the county to which a plot belongs</dd> <dt>tcc</dt>
<dd>Tree Canopy Cover</dd> <dt>elev</dt>
<dd>Elevation</dd> <dt>ppt</dt>
<dd>Precipitation</dd> <dt>tmean</dt>
<dd>Mean Temperature</dd> <dt>tnt.1</dt>
<dd>Proportion of pixels in a county that are classified as Non-Tree</dd> <dt>tnt.2</dt>
<dd>Proportion of pixels in a county that are classified as Tree</dd> <dt>npixels</dt>
<dd>Number of pixels in a county</dd>
</dl>

Format

FIA Population Level Auxiliary Data for Idaho — IdahoPop

A data frame with 44 rows and 6 columns:<dl>
 <dt>COUNTYFIPS</dt>
<dd>Unique identifier of the county to which a plot belongs</dd>

 <dt>tcc</dt>
<dd>Tree Canopy Cover</dd>

 <dt>elev</dt>
<dd>Elevation</dd>

 <dt>ppt</dt>
<dd>Precipitation</dd>

 <dt>tmean</dt>
<dd>Mean Temperature</dd>

 <dt>tnt.1</dt>
<dd>Proportion of pixels in a county that are classified as Non-Tree</dd>

 <dt>tnt.2</dt>
<dd>Proportion of pixels in a county that are classified as Tree</dd>

 <dt>npixels</dt>
<dd>Number of pixels in a county</dd>


</dl>

IdahoPop: FIA Population Level Auxiliary Data for Idaho

Description

Usage

Arguments

Format