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 11 440
25 Years of IIF Time Series Forecasting: A Selective Review 0 1 9 377 0 2 28 770
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 1 2 4 545 7 11 19 1,530
A comparison of ten principal component methods for forecasting mortality rates 0 0 7 111 2 4 35 212
A state space model for exponential smoothing with group seasonality 0 0 3 194 1 3 18 444
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 1 1 133 1 2 5 503
Another Look at Measures of Forecast Accuracy 7 22 89 1,258 14 46 233 3,250
Automatic time series forecasting: the forecast package for R 1 2 29 1,494 3 12 92 3,961
Bagging Exponential Smoothing Methods using STL Decomposition and Box-Cox Transformation 0 1 31 31 4 7 15 15
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 1 3 17 1,412
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 2 591 2 4 20 2,012
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 4 988 5 10 34 3,361
Boosting multi-step autoregressive forecasts 0 0 56 56 0 2 10 10
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 0 2 7 17 2 8 45 107
Coherent mortality forecasting: the product-ratio method with functional time series models 0 0 7 56 0 2 10 97
Density forecasting for long-term peak electricity demand 0 1 4 183 1 4 13 430
Efficient Identification of the Pareto Optimal Set 0 1 7 7 1 3 8 8
Empirical Information Criteria for Time Series Forecasting Model Selection 0 0 3 984 1 2 17 3,311
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 1 2 5 759 4 8 29 2,766
Exponential smoothing and non-negative data 0 1 1 80 1 4 15 229
Fast computation of reconciled forecasts for hierarchical and grouped time series 0 3 37 37 1 5 8 8
Forecasting Time-Series with Correlated Seasonality 0 0 4 250 0 2 14 682
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 2 35 0 3 14 150
Forecasting age-specific breast cancer mortality using functional data models 0 1 1 157 2 4 12 922
Forecasting time series with complex seasonal patterns using exponential smoothing 1 1 14 135 5 16 67 323
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 237 0 0 9 1,497
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 0 183 0 0 12 796
Hierarchical forecasts for Australian domestic tourism 0 0 4 108 0 2 13 265
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 0 2 7 2,577
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 2 195 1 3 20 697
Local Linear Forecasts Using Cubic Smoothing Splines 1 4 20 536 2 9 68 1,827
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 0 0 1 190 0 3 10 613
Low-dimensional decomposition, smoothing and forecasting of sparse functional data 0 2 50 50 0 4 6 6
Mixed Model-Based Hazard Estimation 0 0 0 132 0 0 4 599
Modelling and forecasting Australian domestic tourism 0 0 9 348 2 2 22 813
Monitoring Processes with Changing Variances 0 0 0 54 0 0 3 122
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 1 3 7 1,158
Non-linear exponential smoothing and positive data 0 0 0 116 3 5 17 452
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 0 177 0 0 2 958
Nonparametric autocovariance function estimation 0 0 0 69 0 0 4 1,046
Nonparametric estimation and symmetry tests for conditional density functions 0 0 0 0 1 2 8 8
Nonparametric time series forecasting with dynamic updating 2 2 6 149 2 3 26 297
Optimal combination forecasts for hierarchical time series 0 2 8 231 1 8 37 495
Prediction Intervals for Exponential Smoothing State Space Models 1 2 6 565 2 9 27 1,924
Rainbow plots, Bagplots and Boxplots for Functional Data 0 3 7 66 2 11 33 240
Rating Forecasts for Television Programs 0 1 10 203 2 6 31 543
Recursive and direct multi-step forecasting: the best of both worlds 1 1 6 14 1 1 19 42
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 1 2 21 1,614
Robust forecasting of mortality and fertility rates: a functional data approach 2 3 16 362 3 13 57 1,016
Short-term load forecasting based on a semi-parametric additive model 0 2 5 61 0 4 14 128
Some Nonlinear Exponential Smoothing Models are Unstable 0 0 2 206 0 1 12 980
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 0 3 205 0 0 9 996
Stochastic models underlying Croston's method for intermittent demand forecasting 0 2 30 2,140 9 18 136 6,453
Stochastic population forecasts using functional data models for mortality, fertility and migration 2 3 8 235 2 9 31 720
The price elasticity of electricity demand in South Australia 2 3 17 112 2 4 37 239
The tourism forecasting competition 0 0 3 139 1 2 13 315
The value of feedback in forecasting competitions 0 0 3 48 0 1 21 101
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 1 2 172 0 1 9 418
Time Series Forecasting: The Case for the Single Source of Error State Space 1 1 4 308 1 3 13 1,171
Two-dimensional smoothing of mortality rates 0 0 18 18 2 2 13 13
Unmasking the Theta Method 0 1 4 291 0 1 14 1,115
Using R to Teach Econometrics 3 5 25 2,109 5 10 57 4,209
Total Working Papers 26 81 605 19,274 104 314 1,656 63,513


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 3 15 134 3 9 67 454
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 1 3 86 3 4 17 211
A change of editors 0 0 0 5 1 1 3 44
A gradient boosting approach to the Kaggle load forecasting competition 1 1 2 2 3 9 14 14
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 1 27 0 0 11 115
A state space framework for automatic forecasting using exponential smoothing methods 1 1 6 152 2 5 24 495
Another Look at Forecast Accuracy Metrics for Intermittent Demand 2 5 9 285 4 13 56 893
Another look at measures of forecast accuracy 2 4 18 212 5 20 72 652
Automatic Time Series Forecasting: The forecast Package for R 5 14 118 327 17 54 656 1,332
Bandwidth selection for kernel conditional density estimation 0 0 2 75 0 1 10 194
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 2 2 3 28 2 3 9 196
Changing of the guard 0 0 0 1 0 1 4 23
Coherent Mortality Forecasting: The Product-Ratio Method With Functional Time Series Models 1 1 6 7 2 2 17 25
Editorial 0 0 0 9 0 0 2 93
Encouraging replication and reproducible research 0 1 2 9 1 3 8 42
Exponential smoothing models: Means and variances for lead-time demand 0 0 1 23 0 1 11 99
Forecasting time series with multiple seasonal patterns 1 2 10 150 2 9 46 496
Free Open-Source Forecasting Using R 0 0 8 122 2 3 29 362
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 0 1 7 181
Hierarchical forecasts for Australian domestic tourism 0 0 3 65 1 3 21 256
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 1 1 4 0 3 9 51
Improved methods for bandwidth selection when estimating ROC curves 0 1 1 10 0 1 3 48
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 2 6 60 1 5 19 352
Minimum Sample Size requirements for Seasonal Forecasting Models 0 0 8 131 0 10 79 581
Monitoring processes with changing variances 0 0 0 16 0 0 5 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 0 1 5 30 1 9 26 141
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 0 0 4 13 1 7 20 73
Prediction intervals for exponential smoothing using two new classes of state space models 0 0 4 118 0 3 19 478
Robust forecasting of mortality and fertility rates: A functional data approach 2 6 20 108 3 11 53 324
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 1 2 5 144
Stochastic models underlying Croston's method for intermittent demand forecasting 3 3 12 486 5 13 82 1,759
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 5 61 0 2 18 180
The admissible parameter space for exponential smoothing models 0 0 2 75 0 2 12 176
The interaction between trend and seasonality 0 0 3 58 0 0 7 224
The price elasticity of electricity demand in South Australia 2 4 16 46 4 11 48 165
The tourism forecasting competition 1 1 4 5 1 1 11 24
The tourism forecasting competition 1 1 2 12 3 5 22 120
The value of feedback in forecasting competitions 0 0 1 3 0 0 5 62
The value of feedback in forecasting competitions 0 0 0 0 0 0 5 11
Tourism forecasting: An introduction 0 0 4 18 0 1 9 61
Twenty-five years of forecasting 0 0 1 59 0 0 3 145
Unmasking the Theta method 0 1 2 55 0 1 7 293
Using R to teach econometrics 0 3 23 1,398 2 12 88 3,153
Total Journal Articles 25 59 332 4,581 70 242 1,646 14,963


Statistics updated 2014-10-03