Forecast combinations: An over 50-year review

X Wang, RJ Hyndman, F Li, Y Kang - International Journal of Forecasting, 2023 - Elsevier
Forecast combinations have flourished remarkably in the forecasting community and, in
recent years, have become part of mainstream forecasting research and activities …

Golden rule of forecasting: Be conservative

JS Armstrong, KC Green, A Graefe - Journal of Business Research, 2015 - Elsevier
This article proposes a unifying theory, or the Golden Rule, of forecasting. The Golden Rule
of Forecasting is to be conservative. A conservative forecast is consistent with cumulative …

To explain or to predict?

G Shmueli - 2010 - projecteuclid.org
Statistical modeling is a powerful tool for develo** and testing theories by way of causal
explanation, prediction, and description. In many disciplines there is near-exclusive use of …

Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting …

AG Woodside - Journal of business research, 2013 - Elsevier
This editorial suggests moving beyond relying on the dominant logic of multiple regression
analysis (MRA) toward thinking and using algorithms in advancing and testing theory in …

[BOOK][B] Model based inference in the life sciences: a primer on evidence

DR Anderson - 2007 - books.google.com
The abstract concept of “information” can be quantified and this has led to many important
advances in the analysis of data in the empirical sciences. This text focuses on a science …

[CITATION][C] Marketing Metrics: The Definitive Guide to Measuring Marketing Performance

PW Farris - 2010 - books.google.com
Marketing Metrics: The Definitive Guide to Measuring Marketing Performance, Second
Edition, is the definitive guide to today's most valuable marketing metrics. In this thoroughly …

Embrace• perform• model: Complexity theory, contrarian case analysis, and multiple realities

AG Woodside - Journal of Business Research, 2014 - Elsevier
This essay describes tenets of complexity theory including the precept that within the same
set of data X relates to Y positively, negatively, and not at all. A consequence to this first …

Illusions in regression analysis

JS Armstrong - International Journal of forecasting, 2012 - Elsevier
Discussion An obvious conclusion from the study by S&H is to de-emphasize descriptive
statistics for regression packages. Software developers should provide statistics on the …

PLS-based model selection: The role of alternative explanations in information systems research

P Sharma, M Sarstedt, G Shmueli, KH Kim… - Journal of the …, 2019 - aisel.aisnet.org
Exploring theoretically plausible alternative models for explaining the phenomenon under
study is a crucial step in advancing scientific knowledge. This paper advocates model …

[HTML][HTML] Simplicity

A Baker - 2004 - plato.stanford.edu
Most philosophers believe that, other things being equal, simpler theories are better. But
what exactly does theoretical simplicity amount to? Syntactic simplicity, or elegance …