manuf

Dataset of the National Bureau of Economic Research (NBER) and U.S. Census Bureau's Center for Economic Studies (CES). It contains information on the annual industry-level from 1958-2016 of the US.

datasets

Framework to fit distributional stochastic frontier models. Casts the stochastic frontier model into the flexible framework of distributional regression or otherwise known as General Additive Models of Location, Scale and Shape (GAMLSS). Allows for linear, non-linear, random and spatial effects on all the parameters of the distribution of the output, e.g. effects on the production or cost function, heterogeneity of the noise and inefficiency. Available distributions are the normal-halfnormal and normal-exponential distribution. Estimation via the fast and reliable routines of the 'mgcv' package. For more details see <doi:10.1016/j.csda.2023.107796>.

Rouven Schmidt

dsfa

Distributional Stochastic Frontier Analysis

manuf function

manuf is a data frame with 6188 rows and 7 columns:<dl>
 <dt>naics</dt>
<dd>NAICS 2012 6-digit industry code</dd> <dt>year</dt>
<dd>Year from 2000 to 2016</dd> <dt>Y</dt>
<dd>Total value of shipments in millions of 2012 dollars</dd> <dt>K</dt>
<dd>Real capital stock in millions of 2012 dollars</dd> <dt>L</dt>
<dd>Production worker hours in millions</dd> <dt>M</dt>
<dd>Total cost of materials in millions of 2012 dollars</dd> <dt>I</dt>
<dd>New capital spending in millions of 2012 dollars</dd>
</dl>

Format

NBER-CES Manufacturing Dairy Data — manuf

manuf is a data frame with 6188 rows and 7 columns:<dl>
 <dt>naics</dt>
<dd>NAICS 2012 6-digit industry code</dd>

 <dt>year</dt>
<dd>Year from 2000 to 2016</dd>

 <dt>Y</dt>
<dd>Total value of shipments in millions of 2012 dollars</dd>

 <dt>K</dt>
<dd>Real capital stock in millions of 2012 dollars</dd>

 <dt>L</dt>
<dd>Production worker hours in millions</dd>

 <dt>M</dt>
<dd>Total cost of materials in millions of 2012 dollars</dd>

 <dt>I</dt>
<dd>New capital spending in millions of 2012 dollars</dd>


</dl>

manuf: NBER-CES Manufacturing Dairy Data

Description

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Details

References