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 4 111 0 1 13 440
25 Years of IIF Time Series Forecasting: A Selective Review 0 2 9 377 1 5 29 770
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 1 4 544 1 4 14 1,523
A comparison of ten principal component methods for forecasting mortality rates 0 0 8 111 1 3 38 210
A state space model for exponential smoothing with group seasonality 0 1 3 194 0 3 18 443
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 1 1 133 0 2 5 502
Another Look at Measures of Forecast Accuracy 9 22 90 1,251 18 48 237 3,236
Automatic time series forecasting: the forecast package for R 0 3 28 1,493 4 14 98 3,958
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 1 31 31 1 4 11 11
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 2 4 18 1,411
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 2 591 1 2 20 2,010
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 6 988 3 6 33 3,356
Boosting multi-step autoregressive forecasts 0 0 56 56 1 2 10 10
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 0 4 8 17 3 11 48 105
Coherent mortality forecasting: the product-ratio method with functional time series models 0 1 10 56 1 2 14 97
Density forecasting for long-term peak electricity demand 0 1 4 183 1 5 13 429
Efficient Identification of the Pareto Optimal Set 1 3 7 7 1 5 7 7
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 3 984 1 2 18 3,310
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 0 1 5 758 3 5 28 2,762
Exponential smoothing and non-negative data 1 1 1 80 2 5 18 228
Fast computation of reconciled forecasts for hierarchical and grouped time series 1 37 37 37 4 7 7 7
Forecasting Time-Series with Correlated Seasonality 0 0 5 250 2 2 16 682
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 3 35 1 4 16 150
Forecasting age-specific breast cancer mortality using functional data models 1 1 1 157 1 3 14 920
Forecasting time series with complex seasonal patterns using exponential smoothing 0 2 14 134 3 15 67 318
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 237 0 0 12 1,497
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 183 0 0 14 796
Hierarchical forecasts for Australian domestic tourism 0 2 4 108 1 6 14 265
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 0 1 3 12 0 2 14 60
Invertibility Conditions for Exponential Smoothing Models 0 0 1 410 1 2 9 2,577
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 2 195 1 2 20 696
Local Linear Forecasts Using Cubic Smoothing Splines 1 4 22 535 3 10 75 1,825
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 3 3 12 613
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 1 50 50 50 2 6 6 6
Mixed Model-Based Hazard Estimation 0 0 0 132 0 0 5 599
Modelling and forecasting Australian domestic tourism 0 1 9 348 0 1 24 811
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 0 3 7 1,157
Non-linear exponential smoothing and positive data 0 0 0 116 2 4 16 449
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 0 5 1,046
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 0 0 2 7 7
Nonparametric time series forecasting with dynamic updating 0 0 4 147 1 3 27 295
Optimal combination forecasts for hierarchical time series 2 4 10 231 5 10 43 494
Prediction Intervals for Exponential Smoothing State Space Models 0 1 7 564 4 7 32 1,922
Rainbow plots, Bagplots and Boxplots for Functional Data 3 3 7 66 8 9 35 238
Rating Forecasts for Television Programs 0 2 10 203 1 6 32 541
Recursive and direct multi-step forecasting: the best of both worlds 0 0 8 13 0 0 26 41
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 1 21 1,613
Robust forecasting of mortality and fertility rates: a functional data approach 1 3 14 360 5 16 56 1,013
Short-term load forecasting based on a semi-parametric additive model 2 2 8 61 4 5 19 128
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 1 4 13 980
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 3 205 0 0 14 996
Stochastic models underlying Croston's method for intermittent demand forecasting 1 3 33 2,140 4 15 138 6,444
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 1 7 233 1 7 32 718
The price elasticity of electricity demand in South Australia 1 2 16 110 2 5 39 237
The tourism forecasting competition 0 1 3 139 0 3 14 314
The value of feedback in forecasting competitions 0 0 3 48 1 3 24 101
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 1 2 172 0 1 12 418
Time Series Forecasting: The Case for the Single Source of Error State Space 0 0 3 307 1 2 13 1,170
Two-dimensional smoothing of mortality rates 0 0 18 18 0 0 11 11
Unmasking the Theta Method 0 1 5 291 0 2 17 1,115
Using R to Teach Econometrics 1 2 26 2,106 3 6 60 4,204
Total Working Papers 26 167 622 19,248 110 311 1,746 63,409


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 16 133 2 11 68 451
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 1 1 3 86 1 1 15 208
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 6 8 11 11
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 1 27 0 0 14 115
A state space framework for automatic forecasting using exponential smoothing methods 0 1 7 151 1 5 25 493
Another Look at Forecast Accuracy Metrics for Intermittent Demand 2 3 10 283 6 10 59 889
Another look at measures of forecast accuracy 1 2 17 210 9 17 72 647
Automatic Time Series Forecasting: The forecast Package for R 3 10 124 322 14 67 666 1,315
Bandwidth selection for kernel conditional density estimation 0 0 2 75 0 1 11 194
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 1 26 1 1 8 194
Changing of the guard 0 0 0 1 1 1 5 23
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 0 0 6 6 0 0 18 23
Editorial 0 0 0 9 0 0 3 93
Encouraging replication and reproducible research 1 1 2 9 1 2 8 41
Exponential smoothing models: Means and variances for lead-time demand 0 0 1 23 0 2 12 99
Forecasting time series with multiple seasonal patterns 1 4 11 149 6 16 49 494
Free Open-Source Forecasting Using R 0 2 10 122 0 6 30 360
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 1 2 9 181
Hierarchical forecasts for Australian domestic tourism 0 0 3 65 1 5 22 255
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 1 1 1 4 2 3 9 51
Improved methods for bandwidth selection when estimating ROC curves 0 1 1 10 0 1 5 48
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 1 2 6 60 2 4 20 351
Minimum Sample Size requirements for Seasonal Forecasting Models 0 1 8 131 3 19 86 581
Monitoring processes with changing variances 0 0 0 16 0 0 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 1 5 136
Optimal combination forecasts for hierarchical time series 1 1 6 30 6 8 27 140
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 5 13 3 6 22 72
Prediction intervals for exponential smoothing using two new classes of state space models 0 0 5 118 1 3 25 478
Robust forecasting of mortality and fertility rates: A functional data approach 1 4 18 106 2 11 54 321
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 0 1 4 143
Stochastic models underlying Croston's method for intermittent demand forecasting 0 2 9 483 1 13 85 1,754
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 5 61 1 3 21 180
The admissible parameter space for exponential smoothing models 0 0 2 75 0 2 13 176
The interaction between trend and seasonality 0 0 3 58 0 0 8 224
The price elasticity of electricity demand in South Australia 1 4 15 44 3 9 50 161
The tourism forecasting competition 0 0 3 4 0 0 14 23
The tourism forecasting competition 0 0 1 11 2 2 22 117
The value of feedback in forecasting competitions 0 0 1 3 0 1 9 62
The value of feedback in forecasting competitions 0 0 0 0 0 1 6 11
Tourism forecasting: An introduction 0 0 4 18 1 1 10 61
Twenty-five years of forecasting 0 0 1 59 0 1 4 145
Unmasking the Theta method 1 1 2 55 1 1 8 293
Using R to teach econometrics 0 3 24 1,398 2 11 95 3,151
Total Journal Articles 16 49 336 4,556 80 257 1,718 14,893


Statistics updated 2014-09-03