Generating Technology Evolution Prediction Intervals Using a Bootstrap Method

[1]  David Draper,et al.  Assessment and Propagation of Model Uncertainty , 2011 .

[2]  Chris Chatfield,et al.  The Analysis of Time Series , 1990 .

[3]  Elizabeth A. Peck,et al.  Introduction to Linear Regression Analysis , 2001 .

[4]  Chris Chatfield,et al.  What is the ‘best’ method of forecasting? , 1988 .

[5]  Daniel A. McAdams,et al.  Uncertain Technology Evolution and Decision Making in Design , 2012 .

[6]  Peter Congdon,et al.  Applied Bayesian Modelling , 2003 .

[7]  Eric Ghysels,et al.  GARCH for Irregularly Spaced Financial Data: The ACD-GARCH Model , 1998 .

[8]  J. Dormand,et al.  A family of embedded Runge-Kutta formulae , 1980 .

[9]  Nigel Meade,et al.  Technological Forecasting-Model Selection, Model Stability, and Combining Models , 1998 .

[10]  Andrew Harvey,et al.  Forecasting, Structural Time Series Models and the Kalman Filter , 1990 .

[11]  R. Schaller,et al.  Moore's law: past, present and future , 1997 .

[12]  J. Trancik,et al.  Statistical Basis for Predicting Technological Progress , 2012, PloS one.

[13]  Kevin Otto,et al.  Product Design: Techniques in Reverse Engineering and New Product Development , 2000 .

[14]  A. Ghasemi,et al.  Normality Tests for Statistical Analysis: A Guide for Non-Statisticians , 2012, International journal of endocrinology and metabolism.

[15]  Peg Young,et al.  Technological growth curves. A competition of forecasting models , 1993 .

[16]  Nigel Meade,et al.  Prediction intervals for growth curve forecasts , 1995 .

[17]  J. G. De Gooijer,et al.  Methods for Determining the Order of an Autoregressive-Moving Average Process: A , 1985 .

[18]  David S. Stoffer,et al.  Time series analysis and its applications , 2000 .

[19]  M. Tushman,et al.  Technological Discontinuities and Dominant Designs: A Cyclical Model of Technological Change , 1990 .

[20]  E. Ziegel,et al.  Bootstrapping: A Nonparametric Approach to Statistical Inference , 1993 .

[21]  F. Betz Strategic Technology Management , 1993 .

[22]  A. Kiureghian,et al.  Aleatory or epistemic? Does it matter? , 2009 .

[23]  Devendra Sahal,et al.  Technological guideposts and innovation avenues , 1993 .

[24]  Chris Chatfield,et al.  Calculating Interval Forecasts , 1993 .

[25]  Lori A. Thombs,et al.  Bootstrap Prediction Intervals for Autoregression , 1990 .

[26]  George Athanasopoulos,et al.  Forecasting: principles and practice , 2013 .

[27]  Leon Lapidus,et al.  Numerical Solution of Ordinary Differential Equations , 1972 .

[28]  D. Freedman Bootstrapping Regression Models , 1981 .

[29]  Spyros Makridakis,et al.  Confidence intervals: An empirical investigation of the series in the M-competition , 1987 .

[30]  Daniel A. McAdams,et al.  Modeling the evolution of system technology performance when component and system technology performances interact: Commensalism and amensalism , 2017 .

[31]  J. Farmer,et al.  How Predictable is Technological Progress? , 2015, 1502.05274.

[32]  Bill Gunston,et al.  Jane's-Aero Engines , 1996 .

[33]  Kemper Lewis,et al.  Modeling the Dynamics of Innovation in Engineered Systems , 2017, DAC 2017.

[34]  W. H. Williams,et al.  A Simple Method for the Construction of Empirical Confidence Limits for Economic Forecasts , 1971 .

[35]  Robert Tibshirani,et al.  Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy , 1986 .

[36]  Chris Chatfield,et al.  Model uncertainty and forecast accuracy , 1996 .

[37]  Vijay K. Rohatgi,et al.  Statistical Inference , 1984 .

[38]  Jorge J. Moré,et al.  Computing a Trust Region Step , 1983 .

[39]  Clayton M. Christensen The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail , 2013 .

[40]  Venkatesh Shankar,et al.  Technology Evolution Prediction Using Lotka–Volterra Equations , 2018 .

[41]  B. Efron Bootstrap Methods: Another Look at the Jackknife , 1979 .