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 6 113 2 4 12 444
25 Years of IIF Time Series Forecasting: A Selective Review 0 1 9 378 1 5 26 775
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 2 4 547 0 5 19 1,535
A comparison of ten principal component methods for forecasting mortality rates 1 2 7 113 5 11 36 223
A state space model for exponential smoothing with group seasonality 0 0 2 194 3 4 14 448
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 1 133 0 1 4 504
Another Look at Measures of Forecast Accuracy 2 12 81 1,270 8 37 210 3,287
Automatic time series forecasting: the forecast package for R 0 2 22 1,496 4 17 84 3,978
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 0 31 31 0 2 17 17
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 0 1 11 1,413
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 1 2 592 1 4 16 2,016
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 3 4 991 2 14 36 3,375
Boosting multi-step autoregressive forecasts 0 0 56 56 0 0 10 10
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 2 4 9 21 8 15 45 122
Coherent mortality forecasting: the product-ratio method with functional time series models 3 5 12 61 6 8 16 105
Density forecasting for long-term peak electricity demand 0 1 5 184 0 2 14 432
Efficient Identification of the Pareto Optimal Set 0 0 7 7 0 5 13 13
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 2 984 0 1 11 3,312
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 0 0 3 759 1 3 22 2,769
Exponential smoothing and non-negative data 0 0 1 80 0 2 16 231
Fast computation of reconciled forecasts for hierarchical and grouped time series 2 3 40 40 3 4 12 12
Forecasting Time-Series with Correlated Seasonality 0 1 3 251 0 2 10 684
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 0 35 0 0 7 150
Forecasting age-specific breast cancer mortality using functional data models 0 0 1 157 0 1 9 923
Forecasting time series with complex seasonal patterns using exponential smoothing 1 3 15 138 1 9 62 332
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 1 1 238 0 1 8 1,498
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 183 0 2 8 798
Hierarchical forecasts for Australian domestic tourism 1 1 4 109 1 2 10 267
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 0 2 0 1 6 38
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 12 0 0 8 60
Invertibility Conditions for Exponential Smoothing Models 0 1 2 411 0 2 6 2,579
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 2 195 0 1 15 698
Local Linear Forecasts Using Cubic Smoothing Splines 1 1 14 537 4 9 51 1,836
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 0 2 10 615
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 2 3 53 53 3 5 11 11
Mixed Model-Based Hazard Estimation 0 0 0 132 0 1 1 600
Modelling and forecasting Australian domestic tourism 0 2 8 350 2 4 16 817
Monitoring Processes with Changing Variances 0 1 1 55 0 1 3 123
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 0 0 6 1,158
Non-linear exponential smoothing and positive data 0 0 0 116 0 1 13 453
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 0 177 0 1 2 959
Nonparametric autocovariance function estimation 0 0 0 69 0 0 3 1,046
Nonparametric estimation and symmetry tests for conditional density functions 0 1 1 1 0 1 9 9
Nonparametric time series forecasting with dynamic updating 2 3 7 152 2 4 26 301
Optimal combination forecasts for hierarchical time series 1 3 10 234 1 7 36 502
Prediction Intervals for Exponential Smoothing State Space Models 0 1 6 566 2 11 31 1,935
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 6 66 0 0 22 240
Rating Forecasts for Television Programs 0 2 7 205 3 5 23 548
Recursive and direct multi-step forecasting: the best of both worlds 1 6 10 20 2 7 17 49
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 6 14 1,620
Robust forecasting of mortality and fertility rates: a functional data approach 0 2 16 364 2 6 55 1,022
Short-term load forecasting based on a semi-parametric additive model 0 1 6 62 0 1 12 129
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 0 2 10 982
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 3 205 0 0 7 996
Stochastic models underlying Croston's method for intermittent demand forecasting 1 10 29 2,150 8 45 135 6,498
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 1 5 236 1 4 30 724
The price elasticity of electricity demand in South Australia 0 3 12 115 1 7 31 246
The tourism forecasting competition 0 0 1 139 3 8 17 323
The value of feedback in forecasting competitions 2 2 4 50 2 2 19 103
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 0 2 172 0 1 8 419
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 2 308 0 2 9 1,173
Two-dimensional smoothing of mortality rates 0 1 18 19 0 1 13 14
Unmasking the Theta Method 0 0 4 291 1 3 14 1,118
Using R to Teach Econometrics 1 4 16 2,113 3 10 44 4,219
Total Working Papers 24 92 577 19,366 86 323 1,491 63,836


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 0 1 12 135 4 9 55 463
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 1 2 4 88 6 9 20 220
A change of editors 0 0 0 5 0 0 1 44
A gradient boosting approach to the Kaggle load forecasting competition 0 0 2 2 4 7 21 21
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 1 27 0 4 12 119
A state space framework for automatic forecasting using exponential smoothing methods 0 0 4 152 1 3 20 498
Another Look at Forecast Accuracy Metrics for Intermittent Demand 1 4 13 289 3 11 53 904
Another look at measures of forecast accuracy 1 5 17 217 4 13 65 665
Automatic Time Series Forecasting: The forecast Package for R 2 7 98 334 14 64 562 1,396
Bandwidth selection for kernel conditional density estimation 0 1 2 76 0 2 7 196
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 2 28 0 2 6 198
Changing of the guard 0 0 0 1 0 0 1 23
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 1 1 5 8 3 5 14 30
Editorial 0 0 0 9 0 0 0 93
Encouraging replication and reproducible research 0 0 2 9 0 1 6 43
Exponential smoothing models: Means and variances for lead-time demand 0 0 1 23 1 1 9 100
Forecasting time series with multiple seasonal patterns 0 1 9 151 0 9 43 505
Free Open-Source Forecasting Using R 0 3 8 125 1 4 24 366
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 0 0 2 181
Hierarchical forecasts for Australian domestic tourism 1 1 1 66 2 2 14 258
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 1 1 2 5 1 1 9 52
Improved methods for bandwidth selection when estimating ROC curves 0 0 1 10 0 0 3 48
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 1 5 61 0 2 14 354
Minimum Sample Size requirements for Seasonal Forecasting Models 0 3 9 134 8 28 87 609
Monitoring processes with changing variances 0 0 0 16 0 0 1 83
Nonparametric time series forecasting with dynamic updating 1 1 1 1 1 2 4 4
On continuous-time threshold autoregression 0 0 1 39 0 1 3 137
Optimal combination forecasts for hierarchical time series 0 0 5 30 1 3 25 144
Optimally Reconciling Forecasts in a Hierarchy 3 5 5 5 6 12 12 12
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 4 13 0 2 17 75
Prediction intervals for exponential smoothing using two new classes of state space models 0 3 6 121 1 7 19 485
Robust forecasting of mortality and fertility rates: A functional data approach 1 4 17 112 2 9 49 333
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 1 2 6 146
Stochastic models underlying Croston's method for intermittent demand forecasting 0 4 15 490 5 17 80 1,776
Stochastic population forecasts using functional data models for mortality, fertility and migration 1 3 4 64 1 7 19 187
The admissible parameter space for exponential smoothing models 0 1 2 76 2 3 8 179
The interaction between trend and seasonality 0 1 2 59 0 1 2 225
The price elasticity of electricity demand in South Australia 0 3 13 49 5 17 50 182
The tourism forecasting competition 0 0 3 5 2 3 10 27
The tourism forecasting competition 1 2 3 14 3 5 21 125
The value of feedback in forecasting competitions 0 0 1 3 0 1 5 63
The value of feedback in forecasting competitions 0 0 0 0 0 1 4 12
Tourism forecasting: An introduction 0 1 3 19 0 1 6 62
Twenty-five years of forecasting 0 0 0 59 0 0 1 145
Unmasking the Theta method 0 0 2 55 0 0 4 293
Using R to teach econometrics 1 4 19 1,402 4 12 63 3,165
Total Journal Articles 16 63 304 4,644 86 283 1,457 15,246


Statistics updated 2015-01-03