Access Statistics for Rob J Hyndman

Author contact details at EconPapers.

Working Paper File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 Years of IIF Time Series Forecasting: A Selective Review 0 3 4 110 0 6 16 439
25 Years of IIF Time Series Forecasting: A Selective Review 1 4 9 376 3 12 32 768
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 0 3 543 0 2 12 1,519
A comparison of ten principal component methods for forecasting mortality rates 0 3 10 111 1 10 41 208
A state space model for exponential smoothing with group seasonality 1 1 3 194 1 3 17 441
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 0 132 1 1 6 501
Another Look at Measures of Forecast Accuracy 7 16 84 1,236 16 58 235 3,204
Automatic time series forecasting: the forecast package for R 2 4 35 1,492 5 24 113 3,949
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 30 30 30 1 8 8 8
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 2 5 20 1,409
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 1 2 591 0 5 19 2,008
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 1 7 988 1 5 29 3,351
Boosting multi-step autoregressive forecasts 0 56 56 56 0 8 8 8
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 2 3 6 15 5 11 49 99
Coherent mortality forecasting: the product-ratio method with functional time series models 1 5 11 56 0 3 13 95
Density forecasting for long-term peak electricity demand 0 3 4 182 2 6 13 426
Efficient Identification of the Pareto Optimal Set 2 6 6 6 3 5 5 5
Empirical Information Criteria for Time Series Forecasting Model Selection 0 1 3 984 1 6 19 3,309
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 0 0 4 757 1 3 32 2,758
Exponential smoothing and non-negative data 0 0 1 79 2 3 22 225
Forecasting Time-Series with Correlated Seasonality 0 0 6 250 0 1 16 680
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 3 35 1 3 14 147
Forecasting age-specific breast cancer mortality using functional data models 0 0 0 156 1 3 14 918
Forecasting time series with complex seasonal patterns using exponential smoothing 2 5 19 134 4 15 64 307
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 237 0 3 13 1,497
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 1 183 0 1 17 796
Hierarchical forecasts for Australian domestic tourism 2 2 6 108 4 4 15 263
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 2 0 1 12 37
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 2 11 0 4 13 58
Invertibility Conditions for Exponential Smoothing Models 0 0 1 410 0 0 7 2,575
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 3 195 0 3 21 694
Local Linear Forecasts Using Cubic Smoothing Splines 1 5 20 532 3 16 80 1,818
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 0 1 11 610
Mixed Model-Based Hazard Estimation 0 0 0 132 0 0 5 599
Modelling and forecasting Australian domestic tourism 1 3 10 348 1 6 27 811
Monitoring Processes with Changing Variances 0 0 0 54 1 2 4 122
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 1 2 6 1,155
Non-linear exponential smoothing and positive data 0 0 0 116 2 3 17 447
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 1 177 0 0 5 958
Nonparametric autocovariance function estimation 0 0 0 69 0 3 5 1,046
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 0 1 6 6 6
Nonparametric time series forecasting with dynamic updating 0 1 4 147 2 13 32 294
Optimal combination forecasts for hierarchical time series 2 3 9 229 3 12 42 487
Prediction Intervals for Exponential Smoothing State Space Models 0 0 9 563 0 4 34 1,915
Rainbow plots, Bagplots and Boxplots for Functional Data 0 3 4 63 0 7 30 229
Rating Forecasts for Television Programs 1 2 11 202 2 4 34 537
Recursive and direct multi-step forecasting: the best of both worlds 0 1 10 13 0 5 33 41
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 5 21 1,612
Robust forecasting of mortality and fertility rates: a functional data approach 2 6 15 359 6 17 54 1,003
Short-term load forecasting based on a semi-parametric additive model 0 1 6 59 1 3 16 124
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 3 4 15 979
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 3 205 0 2 15 996
Stochastic models underlying Croston's method for intermittent demand forecasting 1 5 37 2,138 6 29 172 6,435
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 1 7 232 0 7 29 711
The price elasticity of electricity demand in South Australia 1 2 17 109 3 11 41 235
The tourism forecasting competition 1 1 4 139 2 3 16 313
The value of feedback in forecasting competitions 0 1 5 48 2 10 25 100
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 1 1 171 0 3 13 417
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 4 307 0 1 16 1,168
Two-dimensional smoothing of mortality rates 0 1 18 18 0 4 11 11
Unmasking the Theta Method 0 2 4 290 1 8 18 1,114
Using R to Teach Econometrics 0 2 32 2,104 1 10 73 4,199
Total Working Papers 30 185 554 19,111 96 423 1,821 63,194


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
25 years of time series forecasting 2 5 14 131 5 22 65 445
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 1 2 85 0 2 16 207
A change of editors 0 0 0 5 0 0 3 43
A gradient boosting approach to the Kaggle load forecasting competition 1 1 1 1 2 3 5 5
A multivariate innovations state space Beveridge-Nelson decomposition 0 1 1 27 0 3 15 115
A state space framework for automatic forecasting using exponential smoothing methods 1 2 8 151 2 10 23 490
Another Look at Forecast Accuracy Metrics for Intermittent Demand 0 1 8 280 1 11 55 880
Another look at measures of forecast accuracy 0 3 18 208 2 15 68 632
Automatic Time Series Forecasting: The forecast Package for R 1 22 127 313 30 172 680 1,278
Bandwidth selection for kernel conditional density estimation 0 1 3 75 0 3 12 193
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 1 26 0 0 10 193
Changing of the guard 0 0 0 1 0 0 4 22
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 0 1 6 6 0 4 21 23
Editorial 0 0 0 9 0 0 3 93
Encouraging replication and reproducible research 0 0 1 8 0 0 7 39
Exponential smoothing models: Means and variances for lead-time demand 0 1 1 23 1 7 11 98
Forecasting time series with multiple seasonal patterns 3 6 12 148 9 18 50 487
Free Open-Source Forecasting Using R 2 3 10 122 5 8 34 359
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 1 1 9 180
Hierarchical forecasts for Australian domestic tourism 0 0 4 65 3 6 21 253
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 0 3 0 3 7 48
Improved methods for bandwidth selection when estimating ROC curves 0 0 0 9 0 0 4 47
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 2 4 58 0 4 19 347
Minimum Sample Size requirements for Seasonal Forecasting Models 1 3 12 131 9 28 84 571
Monitoring processes with changing variances 0 0 0 16 0 1 6 83
Nonparametric time series forecasting with dynamic updating 0 0 0 0 0 0 2 2
On continuous-time threshold autoregression 0 0 1 39 0 0 4 135
Optimal combination forecasts for hierarchical time series 0 1 6 29 0 3 24 132
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 2 7 13 0 4 20 66
Prediction intervals for exponential smoothing using two new classes of state space models 0 1 6 118 0 2 29 475
Robust forecasting of mortality and fertility rates: A functional data approach 0 1 15 102 3 12 50 313
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 0 2 3 142
Stochastic models underlying Croston's method for intermittent demand forecasting 2 3 12 483 5 18 84 1,746
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 1 5 61 1 6 22 178
The admissible parameter space for exponential smoothing models 0 0 3 75 0 1 19 174
The interaction between trend and seasonality 0 0 4 58 0 0 9 224
The price elasticity of electricity demand in South Australia 2 4 17 42 2 12 54 154
The tourism forecasting competition 0 2 3 4 0 6 16 23
The tourism forecasting competition 0 0 2 11 0 2 23 115
The value of feedback in forecasting competitions 0 1 1 3 1 3 10 62
The value of feedback in forecasting competitions 0 0 0 0 1 2 7 11
Tourism forecasting: An introduction 0 1 5 18 0 3 12 60
Twenty-five years of forecasting 0 0 1 59 1 1 4 145
Unmasking the Theta method 0 0 1 54 0 1 8 292
Using R to teach econometrics 0 5 28 1,395 1 14 101 3,141
Total Journal Articles 15 75 350 4,522 85 413 1,733 14,721


Statistics updated 2014-07-03