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 0 1 107 0 1 11 433
25 Years of IIF Time Series Forecasting: A Selective Review 2 3 9 372 4 7 31 756
A State Space Framework for Automatic Forecasting Using Exponential Smoothing Methods 0 0 4 543 0 1 19 1,517
A comparison of ten principal component methods for forecasting mortality rates 2 2 9 108 4 11 40 198
A state space model for exponential smoothing with group seasonality 1 1 5 193 4 4 23 438
An Improved Method for Bandwidth Selection when Estimating ROC Curves 0 0 0 132 0 0 5 500
Another Look at Measures of Forecast Accuracy 11 31 99 1,220 24 69 246 3,146
Automatic time series forecasting: the forecast package for R 4 14 46 1,488 6 31 142 3,925
Bandwidth Selection for Kernel Conditional Density Estimation 0 0 0 0 0 2 20 1,404
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 5 590 1 3 24 2,003
Bandwidth Selection for Multivariate Kernel Density Estimation Using MCMC 0 0 13 987 4 7 39 3,346
Coherent Mortality Forecasting The Product-ratio Method with Functional Time Series Models 0 0 5 12 3 11 48 88
Coherent mortality forecasting: the product-ratio method with functional time series models 1 2 12 51 0 3 18 92
Density forecasting for long-term peak electricity demand 0 0 3 179 0 2 10 420
Empirical Information Criteria for Time Series Forecasting Model Selection 0 1 3 983 0 2 17 3,303
Exponential Smoothing for Inventory Control: Means and Variances of Lead-Time Demand 1 1 6 757 4 8 49 2,755
Exponential smoothing and non-negative data 0 0 1 79 4 7 24 222
Forecasting Time-Series with Correlated Seasonality 1 2 8 250 2 5 21 679
Forecasting age-related changes in breast cancer mortality among white and black US women: A functional approach 0 0 4 35 1 1 12 144
Forecasting age-specific breast cancer mortality using functional data models 0 0 2 156 0 1 19 915
Forecasting time series with complex seasonal patterns using exponential smoothing 1 6 17 129 9 22 63 292
Generalized Additive Modelling of Mixed Distribution Markov Models with Application to Melbourne's Rainfall 0 0 0 237 3 4 15 1,494
Half-Life Estimation based on the Bias-Corrected Bootstrap: A Highest Density Region Approach 0 0 4 183 2 5 24 795
Hierarchical forecasts for Australian domestic tourism 1 1 5 106 2 2 15 259
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 1 2 0 4 15 36
Improved Interval Estimation of Long Run Response from a Dynamic Linear Model: A Highest Density Region Approach 0 0 3 11 0 2 11 54
Invertibility Conditions for Exponential Smoothing Models 0 1 1 410 1 2 14 2,575
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 2 3 195 1 8 20 691
Local Linear Forecasts Using Cubic Smoothing Splines 2 4 17 527 4 17 83 1,802
Local Linear Multivariate Regression with Variable Bandwidth in the Presence of Heteroscedasticity 1 1 1 190 1 4 15 609
Mixed Model-Based Hazard Estimation 0 0 0 132 0 0 6 599
Modelling and forecasting Australian domestic tourism 0 3 7 345 1 4 23 805
Monitoring Processes with Changing Variances 0 0 2 54 0 0 5 120
Non Parametric Confidence Intervals for Receiver Operating Characteristic Curves 0 0 0 232 0 1 5 1,153
Non-linear exponential smoothing and positive data 0 0 0 116 1 4 17 444
Nonparametric Estimation and Symmetry Tests for Conditional Density Functions 0 0 1 177 1 1 10 958
Nonparametric autocovariance function estimation 0 0 0 69 0 0 3 1,043
Nonparametric time series forecasting with dynamic updating 0 1 8 146 4 6 31 281
Optimal combination forecasts for hierarchical time series 2 2 8 226 4 9 35 475
Prediction Intervals for Exponential Smoothing State Space Models 2 3 11 563 3 7 47 1,911
Rainbow plots, Bagplots and Boxplots for Functional Data 0 0 1 60 1 4 33 222
Rating Forecasts for Television Programs 1 2 13 200 3 8 39 533
Recursive and direct multi-step forecasting: the best of both worlds 1 2 12 12 3 4 36 36
Residual Diagnostic Plots for Checking for model Mis-Specification in Time Series Regression 0 0 0 0 0 1 29 1,607
Robust forecasting of mortality and fertility rates: a functional data approach 2 5 11 353 10 19 48 986
Short-term load forecasting based on a semi-parametric additive model 0 2 6 58 1 4 20 121
Some Nonlinear Exponential Smoothing Models are Unstable 2 2 2 206 2 3 17 975
Statistical Methodological Issues in Studies of Air Pollution and Respiratory Disease 0 3 5 205 0 5 16 994
Stochastic models underlying Croston's method for intermittent demand forecasting 5 12 51 2,133 16 43 211 6,406
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 6 231 6 10 28 704
The price elasticity of electricity demand in South Australia 1 4 27 107 2 9 51 224
The tourism forecasting competition 0 0 5 138 1 4 19 310
The value of feedback in forecasting competitions 0 1 6 47 3 6 20 90
The vector innovation structural time series framework: a simple approach to multivariate forecasting 0 0 2 170 2 3 19 414
Time Series Forecasting: The Case for the Single Source of Error State Space 0 1 6 307 0 3 20 1,167
Two-dimensional smoothing of mortality rates 1 16 17 17 1 6 7 7
Unmasking the Theta Method 0 1 4 288 1 2 16 1,106
Using R to Teach Econometrics 1 5 43 2,102 4 14 88 4,189
Total Working Papers 46 137 541 18,926 154 426 1,992 62,771


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 12 126 5 15 62 423
A Bayesian approach to bandwidth selection for multivariate kernel density estimation 0 0 1 84 1 5 17 205
A change of editors 0 0 0 5 0 0 3 43
A multivariate innovations state space Beveridge-Nelson decomposition 0 0 1 26 0 5 14 112
A state space framework for automatic forecasting using exponential smoothing methods 0 1 7 149 1 2 18 480
Another Look at Forecast Accuracy Metrics for Intermittent Demand 1 3 13 279 3 18 68 869
Another look at measures of forecast accuracy 5 5 22 205 9 17 81 617
Automatic Time Series Forecasting: The forecast Package for R 16 55 118 291 85 272 575 1,106
Bandwidth selection for kernel conditional density estimation 0 0 3 74 0 1 11 190
Call for Papers: Special issue of the International Journal of Forecasting on tourism forecasting 0 0 1 26 0 1 13 193
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 2 5 5 0 3 19 19
Editorial 0 0 0 9 0 0 3 93
Encouraging replication and reproducible research 0 1 2 8 0 2 8 39
Exponential smoothing models: Means and variances for lead-time demand 0 0 0 22 0 0 10 91
Forecasting time series with multiple seasonal patterns 0 0 9 142 0 7 50 469
Free Open-Source Forecasting Using R 0 2 11 119 3 9 36 351
Half-life estimation based on the bias-corrected bootstrap: A highest density region approach 0 0 0 31 0 0 11 179
Hierarchical forecasts for Australian domestic tourism 0 0 4 65 3 3 18 247
Improved interval estimation of long run response from a dynamic linear model: A highest density region approach 0 0 0 3 0 2 8 45
Improved methods for bandwidth selection when estimating ROC curves 0 0 0 9 0 2 5 47
Lee-Carter mortality forecasting: a multi-country comparison of variants and extensions 0 0 3 56 2 3 19 343
Minimum Sample Size requirements for Seasonal Forecasting Models 1 3 11 128 6 21 66 543
Monitoring processes with changing variances 0 0 3 16 0 0 8 82
On continuous-time threshold autoregression 0 1 1 39 0 1 4 135
Optimal combination forecasts for hierarchical time series 2 3 6 28 5 10 29 129
Point and interval forecasts of mortality rates and life expectancy: A comparison of ten principal component methods 1 2 5 11 3 4 19 62
Prediction intervals for exponential smoothing using two new classes of state space models 1 2 5 117 1 7 39 473
Robust forecasting of mortality and fertility rates: A functional data approach 2 6 17 101 7 17 47 301
Smoothing non-Gaussian time series with autoregressive structure 0 0 0 26 0 0 1 140
Stochastic models underlying Croston's method for intermittent demand forecasting 2 5 15 480 15 32 86 1,728
Stochastic population forecasts using functional data models for mortality, fertility and migration 0 0 7 60 1 4 24 172
The admissible parameter space for exponential smoothing models 0 1 6 75 1 2 25 173
The interaction between trend and seasonality 1 1 4 58 1 1 11 224
The price elasticity of electricity demand in South Australia 1 2 18 38 1 10 55 142
The tourism forecasting competition 0 0 1 2 0 0 10 17
The tourism forecasting competition 0 0 5 11 1 9 33 113
The value of feedback in forecasting competitions 0 0 0 2 0 1 11 59
The value of feedback in forecasting competitions 0 0 0 0 0 1 6 9
Tourism forecasting: An introduction 0 1 6 17 0 1 13 57
Twenty-five years of forecasting 0 0 2 59 0 0 7 144
Unmasking the Theta method 1 1 2 54 1 2 10 291
Using R to teach econometrics 2 7 30 1,390 8 25 116 3,127
Total Journal Articles 37 107 356 4,447 163 515 1,673 14,304


Statistics updated 2014-04-04