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 1 2 4 111 1 4 14 440
25 Years of IIF Time Series Forecasting: A Selective Review 1 3 9 377 1 6 31 769
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 1 1 4 544 3 4 14 1,522
A comparison of ten principal component methods for forecasting mortality rates 0 2 8 111 1 8 37 209
A state space model for exponential smoothing with group seasonality 0 1 3 194 2 5 19 443
An Improved Method for Bandwidth Selection when Estimating ROC Curves 1 1 1 133 1 2 5 502
Another Look at Measures of Forecast Accuracy 6 19 85 1,242 14 47 233 3,218
Automatic time series forecasting: the forecast package for R 1 3 33 1,493 5 14 110 3,954
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 1 3 31 31 2 5 10 10
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 0 3 16 1,409
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 2 591 1 5 20 2,009
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 6 988 2 3 30 3,353
Boosting multi-step autoregressive forecasts 0 39 56 56 1 6 9 9
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 2 5 8 17 3 12 47 102
Coherent mortality forecasting: the product-ratio method with functional time series models 0 4 10 56 1 2 13 96
Density forecasting for long-term peak electricity demand 1 2 5 183 2 5 15 428
Efficient Identification of the Pareto Optimal Set 0 3 6 6 1 5 6 6
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 3 984 0 2 18 3,309
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 1 1 5 758 1 3 29 2,759
Exponential smoothing and non-negative data 0 0 0 79 1 3 20 226
Fast computation of reconciled forecasts for hierarchical and grouped time series 2 36 36 36 0 3 3 3
Forecasting Time-Series with Correlated Seasonality 0 0 5 250 0 1 15 680
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 3 35 2 3 15 149
Forecasting age-specific breast cancer mortality using functional data models 0 0 0 156 1 2 15 919
Forecasting time series with complex seasonal patterns using exponential smoothing 0 4 16 134 8 16 69 315
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 237 0 1 12 1,497
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 183 0 1 14 796
Hierarchical forecasts for Australian domestic tourism 0 2 4 108 1 5 14 264
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 2 0 0 11 37
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 1 1 3 12 2 3 14 60
Invertibility Conditions for Exponential Smoothing Models 0 0 1 410 1 1 8 2,576
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 2 195 1 2 20 695
Local Linear Forecasts Using Cubic Smoothing Splines 2 4 21 534 4 12 80 1,822
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 0 0 9 610
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 1 49 49 49 2 4 4 4
Mixed Model-Based Hazard Estimation 0 0 0 132 0 0 5 599
Modelling and forecasting Australian domestic tourism 0 1 9 348 0 2 25 811
Monitoring Processes with Changing Variances 0 0 0 54 0 1 4 122
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 2 4 7 1,157
Non-linear exponential smoothing and positive data 0 0 0 116 0 2 15 447
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 0 177 0 0 3 958
Nonparametric autocovariance function estimation 0 0 0 69 0 2 5 1,046
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 0 1 4 7 7
Nonparametric time series forecasting with dynamic updating 0 1 4 147 0 9 30 294
Optimal combination forecasts for hierarchical time series 0 2 8 229 2 7 40 489
Prediction Intervals for Exponential Smoothing State Space Models 1 1 9 564 3 6 34 1,918
Rainbow plots, Bagplots and Boxplots for Functional Data 0 1 4 63 1 4 27 230
Rating Forecasts for Television Programs 1 3 11 203 3 7 34 540
Recursive and direct multi-step forecasting: the best of both worlds 0 0 9 13 0 2 29 41
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 1 5 21 1,613
Robust forecasting of mortality and fertility rates: a functional data approach 0 4 14 359 5 17 57 1,008
Short-term load forecasting based on a semi-parametric additive model 0 1 6 59 0 3 16 124
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 0 3 13 979
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 3 205 0 2 14 996
Stochastic models underlying Croston's method for intermittent demand forecasting 1 4 34 2,139 5 20 149 6,440
Stochastic population forecasts using functional data models for mortality, fertility and migration 1 2 8 233 6 11 35 717
The price elasticity of electricity demand in South Australia 0 1 16 109 0 6 39 235
The tourism forecasting competition 0 1 3 139 1 3 15 314
The value of feedback in forecasting competitions 0 1 3 48 0 7 23 100
The vector innovation structural time series framework: a simple approach to multivariate forecasting 1 1 2 172 1 1 13 418
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 3 307 1 2 15 1,169
Two-dimensional smoothing of mortality rates 0 1 18 18 0 3 11 11
Unmasking the Theta Method 1 2 5 291 1 4 18 1,115
Using R to Teach Econometrics 1 2 30 2,105 2 7 66 4,201
Total Working Papers 29 214 622 19,222 100 342 1,769 63,299


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 1 4 15 132 4 14 68 449
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 0 2 85 0 0 14 207
A change of editors 0 0 0 5 0 0 3 43
A gradient boosting approach to the Kaggle load forecasting competition 0 1 1 1 0 3 5 5
A multivariate innovations state space Beveridge-Nelson decomposition 0 1 1 27 0 1 15 115
A state space framework for automatic forecasting using exponential smoothing methods 0 1 8 151 2 7 25 492
Another Look at Forecast Accuracy Metrics for Intermittent Demand 1 2 8 281 3 6 56 883
Another look at measures of forecast accuracy 1 2 18 209 6 11 68 638
Automatic Time Series Forecasting: The forecast Package for R 6 12 129 319 23 101 683 1,301
Bandwidth selection for kernel conditional density estimation 0 0 2 75 1 2 12 194
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 1 26 0 0 7 193
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 0 6 6 0 3 20 23
Editorial 0 0 0 9 0 0 3 93
Encouraging replication and reproducible research 0 0 1 8 1 1 7 40
Exponential smoothing models: Means and variances for lead-time demand 0 0 1 23 1 4 12 99
Forecasting time series with multiple seasonal patterns 0 5 11 148 1 13 47 488
Free Open-Source Forecasting Using R 0 2 10 122 1 7 31 360
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 0 1 8 180
Hierarchical forecasts for Australian domestic tourism 0 0 3 65 1 5 21 254
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 0 3 1 1 8 49
Improved methods for bandwidth selection when estimating ROC curves 1 1 1 10 1 1 5 48
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 1 1 5 59 2 4 19 349
Minimum Sample Size requirements for Seasonal Forecasting Models 0 2 8 131 7 30 85 578
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 1 1 5 136
Optimal combination forecasts for hierarchical time series 0 1 6 29 2 4 23 134
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 5 13 3 4 19 69
Prediction intervals for exponential smoothing using two new classes of state space models 0 0 6 118 2 3 30 477
Robust forecasting of mortality and fertility rates: A functional data approach 3 3 18 105 6 11 56 319
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 1 1 4 143
Stochastic models underlying Croston's method for intermittent demand forecasting 0 3 10 483 7 21 86 1,753
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 5 61 1 4 21 179
The admissible parameter space for exponential smoothing models 0 0 3 75 2 3 17 176
The interaction between trend and seasonality 0 0 4 58 0 0 9 224
The price elasticity of electricity demand in South Australia 1 4 14 43 4 11 48 158
The tourism forecasting competition 0 1 3 4 0 4 14 23
The tourism forecasting competition 0 0 1 11 0 1 20 115
The value of feedback in forecasting competitions 0 0 1 3 0 1 10 62
The value of feedback in forecasting competitions 0 0 0 0 0 1 6 11
Tourism forecasting: An introduction 0 1 4 18 0 2 10 60
Twenty-five years of forecasting 0 0 1 59 0 1 4 145
Unmasking the Theta method 0 0 1 54 0 1 7 292
Using R to teach econometrics 3 5 26 1,398 8 15 102 3,149
Total Journal Articles 18 52 340 4,540 92 305 1,725 14,813


Statistics updated 2014-08-03