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 1 5 112 1 2 11 442
25 Years of IIF Time Series Forecasting: A Selective Review 0 1 9 378 3 4 27 774
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 1 3 4 547 3 12 19 1,535
A comparison of ten principal component methods for forecasting mortality rates 1 1 7 112 5 8 32 218
A state space model for exponential smoothing with group seasonality 0 0 2 194 0 2 13 445
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 1 133 0 2 6 504
Another Look at Measures of Forecast Accuracy 4 17 88 1,268 13 43 215 3,279
Automatic time series forecasting: the forecast package for R 0 3 24 1,496 2 16 86 3,974
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 0 31 31 0 6 17 17
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 1 2 13 1,413
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 1 1 2 592 2 5 17 2,015
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 3 4 991 7 17 37 3,373
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 2 7 19 2 9 39 114
Coherent mortality forecasting: the product-ratio method with functional time series models 0 2 9 58 0 2 11 99
Density forecasting for long-term peak electricity demand 0 1 5 184 1 3 14 432
Efficient Identification of the Pareto Optimal Set 0 0 7 7 1 6 13 13
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 2 984 0 2 14 3,312
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 0 1 4 759 0 6 22 2,768
Exponential smoothing and non-negative data 0 0 1 80 1 3 16 231
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 1 38 38 0 2 9 9
Forecasting Time-Series with Correlated Seasonality 0 1 4 251 0 2 11 684
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 1 35 0 0 9 150
Forecasting age-specific breast cancer mortality using functional data models 0 0 1 157 1 3 11 923
Forecasting time series with complex seasonal patterns using exponential smoothing 1 3 14 137 4 13 63 331
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 1 1 238 0 1 9 1,498
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 183 1 2 8 798
Hierarchical forecasts for Australian domestic tourism 0 0 3 108 1 1 9 266
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 2 1 1 8 38
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 12 0 0 9 60
Invertibility Conditions for Exponential Smoothing Models 0 1 2 411 0 2 8 2,579
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 2 195 1 2 17 698
Local Linear Forecasts Using Cubic Smoothing Splines 0 1 14 536 3 7 54 1,832
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 2 2 10 615
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 0 1 51 51 0 2 8 8
Mixed Model-Based Hazard Estimation 0 0 0 132 1 1 3 600
Modelling and forecasting Australian domestic tourism 0 2 8 350 0 4 16 815
Monitoring Processes with Changing Variances 1 1 1 55 1 1 3 123
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 0 1 6 1,158
Non-linear exponential smoothing and positive data 0 0 0 116 1 4 14 453
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 1 1 1 1 1 2 9 9
Nonparametric time series forecasting with dynamic updating 0 3 5 150 1 4 26 299
Optimal combination forecasts for hierarchical time series 1 2 10 233 2 7 38 501
Prediction Intervals for Exponential Smoothing State Space Models 1 2 6 566 5 11 29 1,933
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 6 66 0 2 22 240
Rating Forecasts for Television Programs 0 2 9 205 0 4 23 545
Recursive and direct multi-step forecasting: the best of both worlds 2 6 10 19 2 6 16 47
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 2 7 17 1,620
Robust forecasting of mortality and fertility rates: a functional data approach 0 4 17 364 2 7 56 1,020
Short-term load forecasting based on a semi-parametric additive model 1 1 6 62 1 1 12 129
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 2 2 12 982
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 4 9 31 2,149 18 46 142 6,490
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 3 6 236 2 5 30 723
The price elasticity of electricity demand in South Australia 2 5 15 115 2 8 34 245
The tourism forecasting competition 0 0 1 139 2 6 14 320
The value of feedback in forecasting competitions 0 0 3 48 0 0 18 101
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 0 2 172 0 1 10 419
Time Series Forecasting: The Case for the Single Source of Error State Space 0 1 3 308 1 3 11 1,173
Two-dimensional smoothing of mortality rates 1 1 19 19 1 3 14 14
Unmasking the Theta Method 0 0 4 291 1 2 14 1,117
Using R to Teach Econometrics 1 6 17 2,112 2 12 46 4,216
Total Working Papers 25 94 587 19,342 106 341 1,522 63,750


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 2 12 135 4 8 58 459
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 1 4 87 1 6 16 214
A change of editors 0 0 0 5 0 1 2 44
A gradient boosting approach to the Kaggle load forecasting competition 0 1 2 2 1 6 17 17
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 1 27 1 4 14 119
A state space framework for automatic forecasting using exponential smoothing methods 0 1 4 152 2 4 21 497
Another Look at Forecast Accuracy Metrics for Intermittent Demand 3 5 12 288 7 12 56 901
Another look at measures of forecast accuracy 2 6 16 216 4 14 63 661
Automatic Time Series Forecasting: The forecast Package for R 2 10 100 332 22 67 595 1,382
Bandwidth selection for kernel conditional density estimation 1 1 2 76 1 2 8 196
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 2 2 28 2 4 7 198
Changing of the guard 0 0 0 1 0 0 2 23
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 0 1 4 7 0 4 12 27
Editorial 0 0 0 9 0 0 1 93
Encouraging replication and reproducible research 0 0 2 9 1 2 8 43
Exponential smoothing models: Means and variances for lead-time demand 0 0 1 23 0 0 8 99
Forecasting time series with multiple seasonal patterns 0 2 9 151 4 11 46 505
Free Open-Source Forecasting Using R 1 3 9 125 1 5 26 365
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 0 0 4 181
Hierarchical forecasts for Australian domestic tourism 0 0 0 65 0 1 14 256
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 1 4 0 0 9 51
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 1 1 7 61 2 3 18 354
Minimum Sample Size requirements for Seasonal Forecasting Models 3 3 10 134 13 20 85 601
Monitoring processes with changing variances 0 0 0 16 0 0 2 83
Nonparametric time series forecasting with dynamic updating 0 0 0 0 0 1 3 3
On continuous-time threshold autoregression 0 0 1 39 0 1 5 137
Optimal combination forecasts for hierarchical time series 0 0 5 30 1 3 27 143
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 4 13 2 3 17 75
Prediction intervals for exponential smoothing using two new classes of state space models 3 3 6 121 5 6 20 484
Robust forecasting of mortality and fertility rates: A functional data approach 1 5 18 111 3 10 54 331
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 0 2 6 145
Stochastic models underlying Croston's method for intermittent demand forecasting 2 7 16 490 5 17 85 1,771
Stochastic population forecasts using functional data models for mortality, fertility and migration 2 2 3 63 3 6 20 186
The admissible parameter space for exponential smoothing models 0 1 2 76 0 1 7 177
The interaction between trend and seasonality 1 1 2 59 1 1 3 225
The price elasticity of electricity demand in South Australia 3 5 14 49 6 16 50 177
The tourism forecasting competition 0 1 3 5 0 2 10 25
The tourism forecasting competition 1 2 2 13 1 5 19 122
The value of feedback in forecasting competitions 0 0 1 3 0 1 6 63
The value of feedback in forecasting competitions 0 0 0 0 0 1 5 12
Tourism forecasting: An introduction 1 1 3 19 1 1 7 62
Twenty-five years of forecasting 0 0 0 59 0 0 2 145
Unmasking the Theta method 0 0 2 55 0 0 5 293
Using R to teach econometrics 1 3 18 1,401 3 10 63 3,161
Total Journal Articles 29 70 299 4,626 97 261 1,509 15,154


Statistics updated 2014-12-03