Private nonfarm payrolls in the US are projected to increase 271,000 (seasonally adjusted) in July over the previous month in tomorrow’s release of the ADP Employment Report, based on The Capital Spectator’s median econometric point forecast. The expected gain is slightly below the previously reported increase for June.
Meanwhile, The Capital Spectator’s median prediction is well above a pair of consensus forecasts based on recent surveys of economists.
Keep in mind that the interval forecasts at the 95% confidence level reflect a relatively wide spectrum of outcomes around the point forecasts. Here’s a closer look at the numbers, followed by brief summaries of the methodologies behind The Capital Spectator’s projections:
VAR-6: A vector autoregression model that analyzes six economic time series in context with the ADP private payroll employment. The six additional series: the ISM Manufacturing Index, industrial production, index of weekly hours worked, US stock market (Wilshire 5000), spot oil prices, and the Treasury yield spread (10 year Note less 3-month T-bill). The forecasts are run in R with the “vars” package.
TRI: A model that’s based on combining point forecasts, along with the upper and lower prediction intervals (at the 95% confidence level), via a technique known as triangular distributions. The basic procedure: 1) run a Monte Carlo simulation on the combined forecasts and generate 1 million data points on each forecast series to estimate a triangular distribution; 2) take random samples from each of the simulated data sets and use the expected value with the highest frequency as the prediction. The forecast combinations are drawn from the following projections: Econoday.com’s consensus forecast data and the predictions generated by the models above. The forecasts are run in R with the “triangle” package.