PSY: Estimate PSY's BSADF sequence of test statistics

In itamarcaspi/psymonitor: Real Time Monitoring of Asset Markets: Bubbles and Crisis

Estimate PSY's BSADF sequence of test statistics

Description

PSY implements the real time bubble detection procedure of Phillips, Shi and Yu (2015a,b)

Usage

PSY(y, swindow0, IC = 0, adflag = 0)

Arguments

y	A vector. The data.
swindow0	A positive integer. Minimum window size (default = T (0.01 + 1.8/\sqrt{T}), where T denotes the sample size)
IC	An integer. 0 for fixed lag order (default), 1 for AIC and 2 for BIC (default = 0).
adflag	An integer, lag order when IC=0; maximum number of lags when IC>0 (default = 0).

Value

Vector, BSADF test statistic.

References

Phillips, P. C. B., Shi, S., & Yu, J. (2015a). Testing for multiple bubbles: Historical episodes of exuberance and collapse in the S&P 500. International Economic Review, 56(4), 1034–1078.

Phillips, P. C. B., Shi, S., & Yu, J. (2015b). Testing for multiple bubbles: Limit Theory for Real-Time Detectors. International Economic Review, 56(4), 1079–1134.

Examples

y     <- rnorm(80)
bsadf <- PSY(y, IC = 0, adflag = 1)

itamarcaspi/psymonitor documentation built on June 10, 2025, 2:51 a.m.