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Könyv Forecasting Fuel Consumption Requirements for the Air Force Flying Hour Program Using Pooled Time Series Analysis Thomas W Brown

Forecasting Fuel Consumption Requirements for the Air Force Flying Hour Program Using Pooled Time Series Analysis

Szerző: Thomas W Brown
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Biblioscholar
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
6 277 Ft
The United States Coast Guard uses pooled time series analysis to develop a ship and aviation fuel r...

Információk a könyvről

Szerző
Thomas W Brown
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2012
oldal
64
EAN
9781288414710
ISBN
9781288414710
Enbook ID
08251046
Kiadó
Biblioscholar
Súly
132
Méretek
189 x 246 x 3

Teljes leírás

The United States Coast Guard uses pooled time series analysis to develop a ship and aviation fuel requirement forecasting model. Given the volatility of aviation fuel prices and the USAF dependency on foreign oil, alternative fuel sources are a serious consideration and require forecasting models when conducting comparison studies. This research uses the Coast Guard's methodology to develop an Air Force aviation fuel requirements model for the Air Force Cost Analysis Agency (AFCAA). By pooling 1,442 historical consumption time series data points, two regression models are developed that predict aviation fuel requirements in gallons. The remaining 356 randomly excluded data points are then used to validate the two regression models. The research shows that 100 percent of the least squares estimated gallons consumed fell within a 95 percent confidence interval for the single and the sub macro-level models. However, the single and sub macro-level models are fundamentally flawed as both fail the underlying linear regression assumptions of normality, constant variance, and independence. Although the research produces two models that predict aviation fuel requirements well, the application of either the single or sub macro-level models are discourage without proper understanding of the underlying statistics provided.

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