August 2016
Beginner to intermediate
200 pages
4h
English
Content preview from Demand Forecasting for Managers
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Absolute errors, 103
Absolute percentage errors (APEs), 108
Accuracy, 102–107
Actual inventory management systems, 18
Advertising data, 74–75
Anecdotal pareto principle, 81
ARIMA (Autoregressive Integrated Moving Average) models
autocorrelation and partial autocorrelation, 66–68
autoregression, 61–62
integration, 62–64
moving averages, 64–66
Audi A3, 40
Autocorrelation function (ACF), 66–68
Autoregression (AR), 61–62
autocorrelation and partial autocorrelation functions, 67
The Bank of England (BoE), 14–15
Bias, 102–107
Biased forecast, 103
Big data, 74
“black box” argument, 92
Bottom-up forecasting, 137–139
Box–Jenkins models. See ARIMA models
“Brute force” technique, 65
Bureau of Labor Statistics, 42, 44
Causal ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.