data4Y

A synthesized output variable dataset to fit a linear model on a panel dataset under known group memberships.

datasets

Fits heterogeneous panel data models with interactive effects for linear regression, logistic, count, probit, quantile, and clustering. Based on Ando, T. and Bai, J. (2015) "A simple new test for slope homogeneity in panel data models with interactive effects" <doi: 10.1016/j.econlet.2015.09.019>, Ando, T. and Bai, J. (2015) "Asset Pricing with a General Multifactor Structure" <doi: 10.1093/jjfinex/nbu026> , Ando, T. and Bai, J. (2016) "Panel data models with grouped factor structure under unknown group membership" <doi: 10.1002/jae.2467>, Ando, T. and Bai, J. (2017) "Clustering huge number of financial time series: A panel data approach with high-dimensional predictors and factor structures" <doi: 10.1080/01621459.2016.1195743>, Ando, T. and Bai, J. (2020) "Quantile co-movement in financial markets" <doi: 10.1080/01621459.2018.1543598>, Ando, T., Bai, J. and Li, K. (2021) "Bayesian and maximum likelihood analysis of large-scale panel choice models with unobserved heterogeneity" <doi: 10.1016/j.jeconom.2020.11.013.>.

Tomohiro Ando

PDMIF

Fits Heterogeneous Panel Data Models

Hani Fayad

data4Y function

A data frame with 100 rows and 300 columns:<dl class="dl-horizontal">
<dt>columns</dt><dd>the individuals</dd>
<dt>rows</dt><dd>the time points in the timeseries of each individual</dd>
...
</dl>

Format

A synthesized output variable dataset to fit a linear model on a panel dataset under known group memberships. — data4Y

A data frame with 100 rows and 300 columns:<dl class='dl-horizontal'>
<dt>columns</dt><dd>the individuals</dd>
<dt>rows</dt><dd>the time points in the timeseries of each individual</dd>
...
</dl>

data4Y: A synthesized output variable dataset to fit a linear model on a panel dataset under known group memberships.

Description

Usage

Arguments

Format