aidsMono: Monotonicity of the AIDS

In micEconAids: Demand Analysis with the Almost Ideal Demand System (AIDS)

Description

aidsMono checks whether the expenditure function of an estimated Almost Ideal Demand System (AIDS) is monotonic increasing in prices, which implies that all demanded quantities and expenditure shares are non-negative.

Usage

aidsMono( priceNames, totExpName, coef, data,
   priceIndex = "TL", basePrices = NULL, baseShares = NULL )

## S3 method for class 'aidsMono'
print( x, header = TRUE, ... )

Arguments

priceNames	a vector of strings containing the names of the prices.
totExpName	a string containing the variable name of total expenditure.
coef	a list containing the coefficients alpha, beta, gamma, and (only for the translog price index) alpha0.
data	a data frame containing the data.
priceIndex	a character string specifying the price index (see aidsPx) or a numeric vector providing the log values of the price index.
basePrices	a vector specifying the base prices for the Paasche, Laspeyres, and Tornqvist price index.
baseShares	a vector specifying the base expenditure shares for the Laspeyres, simplified Laspeyres, and Tornqvist index.
x	an object of class aidsMono.
header	logical. Print a header?
...	currently unused.

Details

Internally, aidsMono passes its arguments to aidsCalc and then checks for each observation, wether all expenditure shares are non-negative.

If argument priceIndex specifies a price index of the LA-AIDS, 'fitted' values are used for current and lagged expenditure shares in these price indices (see aidsCalc). However, if argument priceIndex is a numeric vector containing the log values of a price index (e.g.\ the price index used in the estimation), this price index is used for the calculations.

Value

aidsMono returns a list of class aidsMono that contains following elements:

monotony	a logical vector indicating whether the monotony condition is fulfilled at each observation.
nValidObs	number of (valid) observation at which monotonicity could be checked.
nMonoObs	number of observation at which the monotonicity codition is fulfilled.
monoPercent	percent of observations where the monotony condition is fulfilled.
priceIndex	a chacter string indicating the price index specified by argument priceIndex ("numeric" if the price index is specified numerically).

Author(s)

Arne Henningsen

References

Deaton, A.S. and J. Muellbauer (1980a) An Almost Ideal Demand System. American Economic Review, 70, p. 312-326.

Deaton, A.S. and J. Muellbauer (1980b) Economics and Consumer Behavior, Cambridge University Press, Cambridge.

See Also

aidsEst, aidsCalc

Examples

   data( Blanciforti86 )
   # Data on food consumption are available only for the first 32 years
   Blanciforti86 <- Blanciforti86[ 1:32, ]

   priceNames <- c( "pFood1", "pFood2", "pFood3", "pFood4" )
   shareNames <- c( "wFood1", "wFood2", "wFood3", "wFood4" )

   ## AIDS
   estResult <- aidsEst( priceNames, shareNames, "xFood",
      data = Blanciforti86, method = "IL" )
   aidsMono( priceNames, "xFood", coef = coef( estResult ),
      data = Blanciforti86 )

   ## LA-AIDS with Tornqvist price index
   estResultLaT <- aidsEst( priceNames, shareNames, "xFood",
      data = Blanciforti86, priceIndex = "T" )
   # with fitted expenditure shares in the price index
   aidsMono( priceNames, "xFood", coef = coef( estResultLaT ),
      data = Blanciforti86, priceIndex = "T",
      basePrices = estResultLaT$basePrices,
      baseShares = estResultLaT$baseShares )
   # with observed expenditure shares in the price index
   aidsMono( priceNames, "xFood", coef = coef( estResultLaT ),
      data = Blanciforti86, priceIndex = estResultLaT$lnp )

micEconAids documentation built on May 2, 2019, 5:21 p.m.