Access Statistics for Rafał Weron

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
A new method for automated noise cancellation in electromagnetic field measurement 0 0 0 21 1 2 2 129
A note on averaging day-ahead electricity price forecasts across calibration windows 0 2 17 154 0 4 27 241
A note on using the Hodrick-Prescott filter in electricity markets 0 0 1 113 1 4 9 284
A review of electricity price forecasting: The past, the present and the future 0 0 2 243 0 1 6 332
A semiparametric factor model for electricity forward curve dynamics 0 0 0 69 0 0 1 177
A semiparametric factor model for electricity forward curve dynamics 0 0 0 108 0 0 0 254
A short history of the VOLAX - or how we tried to trade implied volatility (Krotka historia VOLAX-u - czyli jak probowano handlowac implikowana zmiennoscia) 0 0 1 17 0 1 4 132
A simple model of price formation 0 0 0 33 1 1 3 121
An empirical comparison of alternate regime-switching models or electricity spot prices 0 0 1 165 1 2 5 380
An empirical comparison of alternate schemes for combining electricity spot price forecasts 0 0 0 159 0 2 2 408
An introduction to simulation of risk processes 0 0 2 48 0 1 3 212
Analysis of ROBECO data by neural networks 0 0 0 8 0 1 2 81
Automated variable selection and shrinkage for day-ahead electricity price forecasting 0 0 2 160 0 1 4 321
Averaging predictive distributions across calibration windows for day-ahead electricity price forecasting 0 0 1 17 2 3 5 43
Balancing RES generation: Profitability of an energy trader 0 0 1 73 1 3 11 143
Beating the naive: Combining LASSO with naive intraday electricity price forecasts 0 0 4 76 0 0 6 116
Bezpieczeństwo elektroenergetyczne: Ryzyko > Zarządzanie ryzykiem > Bezpieczeństwo 0 0 0 29 0 0 0 248
Black swans or dragon kings? A simple test for deviations from the power law 0 0 0 42 0 1 2 128
Black swans or dragon kings? A simple test for deviations from the power law 0 0 1 114 0 1 3 395
Black swans or dragon kings? A simple test for deviations from the power law 0 0 0 69 0 1 2 177
Blackouts, risk, and fat-tailed distributions 0 0 1 200 0 0 1 593
Building Loss Models 0 0 0 319 1 1 1 1,428
Building Loss Models 0 0 0 25 0 2 2 171
Building loss models 0 0 0 7 0 0 0 46
Calibration window selection based on change-point detection for forecasting electricity prices 0 0 0 35 0 0 3 48
Carbon pricing, forward risk premiums and pass-through rates in Australian electricity futures markets 0 0 1 74 0 1 6 144
Computationally intensive Value at Risk calculations 0 0 0 29 0 0 2 140
Computing electricity spot price prediction intervals using quantile regression and forecast averaging 0 0 1 223 0 1 6 409
Convenience yields and risk premiums in the EU-ETS - Evidence from the Kyoto commitment period 0 0 0 75 0 1 2 191
Convenience yields for CO2 emission allowance futures contracts 0 0 2 335 1 3 6 1,015
Correction to: "On the Chambers-Mallows-Stuck Method for Simulating Skewed Stable Random Variables" 1 1 1 107 2 3 4 391
Correction to: "On the Chambers–Mallows–Stuck Method for Simulating Skewed Stable Random Variables" 0 0 2 87 0 0 6 303
Data-driven simulation modeling of the checkout process in supermarkets: Insights for decision support in retail operations 1 2 5 34 1 6 15 118
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks 0 0 0 54 0 0 3 77
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate models 1 3 10 234 2 5 20 449
Difficulty is critical: Psychological factors in modeling diffusion of green products and practices 1 1 1 55 1 3 4 169
Diffusion and adoption of dynamic electricity tariffs: An agent-based modeling approach 0 0 0 75 0 1 2 154
Diffusion of innovation within an agent-based model: Spinsons, independence and advertising 0 0 2 186 0 1 6 437
Discounting of delayed payoffs (Rzecz o dyskontowaniu odroczonych wyplat) 0 0 0 10 0 1 1 76
Distributional neural networks for electricity price forecasting 0 1 1 33 0 2 9 55
Efficient estimation of Markov regime-switching models: An application to electricity spot prices 0 0 1 371 1 4 6 847
Efficient estimation of Markov regime-switching models: An application to electricity wholesale market prices 0 0 1 175 0 0 5 345
Efficient forecasting of electricity spot prices with expert and LASSO models 0 1 1 52 1 3 5 86
Electricity Price Forecasting: The Dawn of Machine Learning 1 2 10 170 3 7 26 338
Electricity price forecasting 2 3 5 153 2 4 13 326
Electricity price forecasting 5 6 11 530 5 9 37 1,621
Electricity price forecasting: A review of the state-of-the-art with a look into the future 1 2 15 363 3 10 44 850
Energy forecasting: A review and outlook 0 1 3 299 0 1 4 787
Energy price risk management 0 0 1 60 0 1 4 224
Erratum to 'Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark' [Appl. Energy 293 (2021) 116983] 1 2 8 50 4 11 23 114
Estimating long range dependence: finite sample properties and confidence intervals 0 0 2 90 0 1 6 338
Evaluating the performance of VaR models in energy markets 0 0 0 150 0 1 1 231
Evolution in a changing environment 0 0 0 13 1 2 2 114
Extrapolating the long-term seasonal component of electricity prices for forecasting in the day-ahead market 4 20 71 71 10 34 107 107
FORECASTING SPOT ELECTRICITY PRICES WITH TIME SERIES MODELS 0 1 4 1,271 1 3 13 2,491
FX Smile in the Heston Model 0 0 1 34 0 1 5 189
FX Smile in the Heston Model 0 0 0 57 1 1 2 204
FX Smile in the Heston Model 0 0 0 143 0 0 15 448
FX smile in the Heston model 0 1 1 100 2 3 3 304
Forecasting Electricity Prices 3 3 10 45 6 9 30 94
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 0 1 1 38 1 2 2 74
Forecasting of daily electricity prices with factor models: Utilizing intra-day and inter-zone relationships 0 0 0 115 1 3 4 185
Forecasting of daily electricity spot prices by incorporating intra-day relationships: Evidence form the UK power market 0 0 0 177 1 2 3 362
Forecasting spot electricity prices: A comparison of parametric and semiparametric time series models 0 0 0 229 0 1 3 572
Forecasting the occurrence of electricity price spikes in the UK power market 0 1 4 221 0 4 12 463
Forecasting wholesale electricity prices: A review of time series models 0 0 0 127 1 2 2 302
Going green: Agent-based modeling of the diffusion of dynamic electricity tariffs 0 0 3 139 1 5 13 274
Goodness-of-fit testing for regime-switching models 0 0 0 140 0 0 3 241
Goodness-of-fit testing for the marginal distribution of regime-switching models 0 0 1 55 2 2 3 158
Habitat momentum 0 0 0 7 0 1 1 65
Heavy tails and electricity prices 1 1 2 32 2 3 7 166
Heavy tails and electricity prices: Do time series models with non-Gaussian noise forecast better than their Gaussian counterparts? 0 0 0 226 0 0 1 506
Heavy-tailed distributions in VaR calculations 2 2 3 322 2 3 9 894
Heavy-tails and regime-switching in electricity prices 0 0 0 78 2 2 5 171
How effective is advertising in duopoly markets? 0 0 0 9 0 0 2 78
How effective is advertising in duopoly markets? 0 0 0 285 0 0 0 1,048
Hurst analysis of electricity price dynamics 0 0 1 63 2 4 5 198
Identifying spikes and seasonal components in electricity spot price data: A guide to robust modeling 0 0 0 120 0 0 1 223
Impact of social interactions on demand curves for innovative products 0 0 0 69 0 1 2 101
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Neural network models 1 1 5 167 2 3 7 315
Importance of the long-term seasonal component in day-ahead electricity price forecasting revisited: Parameter-rich models estimated via the LASSO 0 0 3 53 0 0 5 112
Improving short term load forecast accuracy via combining sister forecasts 0 0 0 234 0 2 2 441
Inference for Markov-regime switching models of electricity spot prices 0 0 6 224 1 5 17 494
Interval forecasting of spot electricity prices 0 0 0 31 1 2 2 120
Is Human Visual Activity in Simple Human-Computer Interaction Search Tasks a Lévy Flight? 0 0 0 0 0 0 0 30
Levy-stable distributions revisited: tail index > 2 does not exclude the Levy-stable regime 0 0 0 106 0 1 8 543
Levy-stable distributions revisited: tail index > 2 does not exclude the Levy-stable regime 0 0 1 621 0 0 5 1,457
Loss Distributions 0 0 10 180 0 3 25 528
Loss functions in regression models: Impact on profits and risk in day-ahead electricity trading 8 12 46 46 9 14 84 84
Market price of risk implied by Asian-style electricity options 0 0 0 629 0 0 2 1,424
Measuring long-range dependence in electricity prices 0 0 0 50 0 0 1 132
Merging quantile regression with forecast averaging to obtain more accurate interval forecasts of Nord Pool spot prices 0 0 2 139 1 2 4 233
Modeling and forecasting electricity loads: A comparison 0 0 0 1,265 0 1 1 2,854
Modeling and forecasting of the long-term seasonal component of the EEX and Nord Pool spot prices 0 0 0 151 0 2 8 329
Modeling catastrophe claims with left-truncated severity distributions (extended version) 0 0 0 28 0 1 1 183
Modeling consumer opinions towards dynamic pricing: An agent-based approach 0 2 3 80 0 3 7 205
Modeling electricity loads in California: ARMA models with hyperbolic noise 0 0 0 54 0 1 1 195
Modeling electricity prices with regime switching models 0 0 1 1,032 0 0 4 1,887
Modeling electricity prices: jump diffusion and regime switching 0 0 1 221 0 1 4 607
Modeling electricity spot prices: Regime switching models with price-capped spike distributions 0 0 0 106 0 0 0 199
Modeling highly volatile and seasonal markets: evidence from the Nord Pool electricity market 1 3 10 689 2 4 17 1,266
Modeling the risk process in the XploRe computing environment 0 0 0 131 2 2 2 362
Modeling the risk process in the XploRe computing environment 0 0 0 2 1 1 4 56
Modelling catastrophe claims with left-truncated severity distributions (extended version) 0 0 0 49 0 0 4 247
Modelling price spikes in electricity markets - the impact of load, weather and capacity 0 1 6 205 0 2 11 472
Models for Heavy-tailed Asset Returns 0 0 1 201 1 1 4 454
Models for Heavy-tailed Asset Returns 0 0 1 40 2 3 5 198
Models for heavy-tailed asset returns 0 0 0 70 0 0 1 208
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 0 1 3 52 2 4 19 121
Neural networks in day-ahead electricity price forecasting: Single vs. multiple outputs 0 0 1 43 0 0 5 65
On detecting and modeling periodic correlation in financial data 0 0 0 280 0 0 0 633
On the importance of the long-term seasonal component in day-ahead electricity price forecasting 1 1 2 116 4 5 10 207
On the importance of the long-term seasonal component in day-ahead electricity price forecasting. Part II – Probabilistic forecasting 0 0 2 131 0 2 4 280
Origins of scaling in FX markets 0 0 0 35 0 0 0 153
Origins of the scaling behaviour in the dynamics of financial data 0 0 0 18 0 1 1 125
Outflow Dynamics in Modeling Oligopoly Markets: The Case of the Mobile Telecommunications Market in Poland 0 0 1 55 1 4 6 202
Outflow Dynamics in Modeling Oligopoly Markets: The Case of the Mobile Telecommunications Market in Poland 0 1 1 25 0 1 1 106
Outlier Treatment and Robust Approaches for Modeling Electricity Spot Prices 0 1 2 242 1 3 5 685
Performance of the estimators of stable law parameters 0 0 0 31 0 1 5 134
Point and interval forecasting of wholesale electricity prices: Evidence from the Nord Pool market 0 0 1 199 0 0 1 648
Postprocessing of point predictions for probabilistic forecasting of day-ahead electricity prices: The benefits of using isotonic distributional regression 0 1 11 11 1 5 21 21
Power markets in Poland and worldwide (Rynki energii elektrycznej w Polsce i na swiecie) 0 0 1 13 0 2 3 129
Pricing European options on instruments with a constant dividend yield: The randomized discrete-time approach 0 0 0 16 0 1 2 135
Principal Components Analysis in implied volatility modeling (Analiza skladowych glownych w modelowaniu implikowanej zmiennosci) 0 0 0 49 0 1 4 247
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 6 157 1 5 16 300
Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging 0 2 9 279 1 7 24 597
Probabilistic load forecasting via Quantile Regression Averaging of independent expert forecasts 0 0 0 183 0 2 5 358
Probabilistic load forecasting via Quantile Regression Averaging on sister forecasts 1 2 9 511 2 7 22 1,076
Property insurance loss distributions 0 0 1 110 0 1 4 439
Recent advances in electricity price forecasting: A review of probabilistic forecasting 0 1 10 435 1 4 25 915
Regime-switching models for electricity spot prices: Introducing heteroskedastic base regime dynamics and shifted spike distributions 0 0 0 118 0 1 2 287
Regularized Quantile Regression Averaging for probabilistic electricity price forecasting 0 0 8 159 1 3 20 198
Revisiting the relationship between spot and futures prices in the Nord Pool electricity market 0 0 2 398 0 3 7 394
Rewiring the network. What helps an innovation to diffuse? 0 0 0 111 0 1 3 99
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 0 65 1 1 2 123
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 0 267 2 3 4 588
Scaling in currency exchange: A Conditionally Exponential Decay approach 0 0 0 6 1 2 2 112
Selection of calibration windows for day-ahead electricity price forecasting 0 0 3 71 1 2 9 104
Short- and mid-term forecasting of baseload electricity prices in the UK: The impact of intra-day price relationships and market fundamentals 1 1 7 158 1 2 11 313
Short-term electricity price forecasting with time series models: A review and evaluation 1 2 16 498 3 8 43 1,294
Simulation modeling of epidemic risk in supermarkets: Investigating the impact of social distancing and checkout zone design 0 0 0 59 1 3 5 146
Simulation of Risk Processes 0 0 0 97 0 0 1 298
Simulation of risk processes 0 0 0 27 0 0 3 140
Stable distributions 0 0 1 237 0 2 6 466
Structure and stylized facts of a deregulated power market 0 0 0 109 0 0 0 375
The relationship between spot and futures CO2 emission allowance prices in the EU-ETS 0 1 4 323 1 5 8 1,381
The role of educational trainings in the diffusion of smart metering platforms: An agent-based modeling approach 0 0 0 32 1 2 3 86
To combine or not to combine? Recent trends in electricity price forecasting 1 2 7 188 2 6 15 359
Trading on short-term path forecasts of intraday electricity prices 1 5 19 145 2 8 33 263
Trading on short-term path forecasts of intraday electricity prices. Part II -- Distributional Deep Neural Networks 3 7 34 78 9 17 85 150
Turning green: Agent-based modeling of the adoption of dynamic electricity tariffs 0 0 0 97 0 1 2 215
Two faces of word-of-mouth: Understanding the impact of social interactions on demand curves for innovative products 0 0 0 46 0 2 4 178
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 5 193 2 4 13 341
Variance stabilizing transformations for electricity spot price forecasting 3 3 8 195 5 9 21 739
Visualization tools for insurance risk processes 0 0 0 30 0 2 6 171
Total Working Papers 48 109 490 24,066 139 397 1,352 58,906


Journal Article File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
A SIMPLE MODEL OF PRICE FORMATION 0 0 0 2 0 0 0 16
A conditionally exponential decay approach to scaling in finance 0 0 0 6 1 1 2 41
A new model of mass extinctions 0 0 0 2 0 0 0 23
A note on using the Hodrick–Prescott filter in electricity markets 0 2 2 35 1 3 5 121
An empirical comparison of alternate regime-switching models for electricity spot prices 0 0 6 96 1 2 11 287
An empirical comparison of alternative schemes for combining electricity spot price forecasts 0 0 4 56 2 5 14 184
Automated Variable Selection and Shrinkage for Day-Ahead Electricity Price Forecasting 0 0 2 20 0 0 4 93
Averaging Predictive Distributions Across Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 6 1 2 3 38
Balancing Generation from Renewable Energy Sources: Profitability of an Energy Trader 0 0 0 6 0 0 1 39
Beating the Naïve—Combining LASSO with Naïve Intraday Electricity Price Forecasts 0 0 0 8 0 0 2 27
Carbon pricing and electricity markets — The case of the Australian Clean Energy Bill 0 0 1 31 1 1 3 111
Combining predictive distributions of electricity prices. Does minimizing the CRPS lead to optimal decisions in day-ahead bidding? 0 1 3 6 2 3 17 29
Computing electricity spot price prediction intervals using quantile regression and forecast averaging 0 0 2 31 0 1 7 99
Convenience Yields and Risk Premiums in the EU‐ETS—Evidence from the Kyoto Commitment Period 0 0 1 12 0 1 4 47
DIFFUSION OF INNOVATION WITHIN AN AGENT-BASED MODEL: SPINSONS, INDEPENDENCE AND ADVERTISING 0 0 0 2 0 1 2 21
Day-ahead electricity price forecasting with high-dimensional structures: Univariate vs. multivariate modeling frameworks 1 1 5 48 3 4 17 163
Difficulty is critical: The importance of social factors in modeling diffusion of green products and practices 1 1 1 14 1 1 3 70
Discussion on ‘Electrical load forecasting by exponential smoothing with covariates’ 0 1 1 5 0 1 1 12
Distributional neural networks for electricity price forecasting 1 3 10 14 2 4 28 45
Efficient Forecasting of Electricity Spot Prices with Expert and LASSO Models 0 0 0 6 0 0 1 48
Efficient estimation of Markov regime-switching models: An application to electricity spot prices 0 0 3 64 0 0 4 153
Electricity price forecasting: A review of the state-of-the-art with a look into the future 2 3 20 143 6 13 54 476
Energy price risk management 0 0 0 9 2 3 5 64
Estimating long-range dependence: finite sample properties and confidence intervals 0 0 1 42 1 1 12 156
Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark 0 1 2 14 3 7 17 65
Forecasting of daily electricity prices with factor models: utilizing intra-day and inter-zone relationships 0 0 0 12 0 0 2 57
Forecasting spot electricity prices: A comparison of parametric and semiparametric time series models 0 0 3 201 1 2 12 551
Goodness-of-fit testing for the marginal distribution of regime-switching models with an application to electricity spot prices 0 0 1 31 0 1 4 104
Heavy-tails and regime-switching in electricity prices 0 0 0 12 1 1 2 66
How effective is advertising in duopoly markets? 0 1 1 4 0 1 3 49
Hurst analysis of electricity price dynamics 0 0 1 17 0 1 3 50
Identifying spikes and seasonal components in electricity spot price data: A guide to robust modeling 0 0 4 144 1 1 15 476
Importance of the Long-Term Seasonal Component in Day-Ahead Electricity Price Forecasting Revisited: Parameter-Rich Models Estimated via the LASSO 0 0 0 5 0 0 1 16
Improving short term load forecast accuracy via combining sister forecasts 0 0 0 22 0 1 4 87
Is the Person-Situation Debate Important for Agent-Based Modeling and Vice-Versa? 0 0 0 0 0 0 1 7
LEVY-STABLE DISTRIBUTIONS REVISITED: TAIL INDEX> 2DOES NOT EXCLUDE THE LEVY-STABLE REGIME 0 0 0 2 0 0 1 27
Market price of risk implied by Asian-style electricity options and futures 0 0 1 108 1 2 6 290
Modeling electricity loads in California: a continuous-time approach 0 0 0 11 1 1 2 40
Modeling electricity prices: jump diffusion and regime switching 1 1 6 47 1 3 15 138
Modelling catastrophe claims with left-truncated severity distributions 0 0 0 33 0 0 2 96
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx 3 3 7 13 5 7 26 58
On detecting and modeling periodic correlation in financial data 0 0 0 12 0 0 1 55
On the Chambers-Mallows-Stuck method for simulating skewed stable random variables 4 4 11 273 4 8 25 562
On the importance of the long-term seasonal component in day-ahead electricity price forecasting 2 3 3 32 3 6 10 119
On the importance of the long-term seasonal component in day-ahead electricity price forecasting with NARX neural networks 0 0 2 18 1 2 9 56
On the importance of the long-term seasonal component in day-ahead electricity price forecasting: Part II — Probabilistic forecasting 0 0 3 18 2 2 10 59
Operational Research: methods and applications 0 1 1 1 1 2 4 4
Origins of the scaling behaviour in the dynamics of financial data 0 0 0 3 0 0 2 34
Point and Interval Forecasting of Spot Electricity Prices: Linear vs. Non-Linear Time Series Models 1 2 6 202 1 2 11 564
Point of Sale (POS) Data from a Supermarket: Transactions and Cashier Operations 0 0 6 18 0 0 13 65
Probabilistic electricity price forecasting with NARX networks: Combine point or probabilistic forecasts? 1 1 2 17 2 3 6 57
Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging 0 0 3 49 0 1 15 163
Property insurance loss distributions 1 2 2 21 1 2 4 105
Recent advances in electricity price forecasting: A review of probabilistic forecasting 1 3 27 198 5 17 95 621
Regularized quantile regression averaging for probabilistic electricity price forecasting 2 2 7 33 5 7 22 79
Revisiting the relationship between spot and futures prices in the Nord Pool electricity market 2 3 10 66 7 9 22 255
Robust estimation and forecasting of the long-term seasonal component of electricity spot prices 0 0 4 70 1 1 6 199
Scaling in currency exchange: a conditionally exponential decay approach 0 0 0 2 0 0 1 17
Selection of Calibration Windows for Day-Ahead Electricity Price Forecasting 0 0 0 2 0 1 3 36
The role of educational trainings in the diffusion of smart metering platforms: An agent-based modeling approach 0 0 0 5 0 1 3 43
Trading on short-term path forecasts of intraday electricity prices 1 3 19 51 4 11 51 143
Turning green: Agent-based modeling of the adoption of dynamic electricity tariffs 0 0 2 51 2 3 6 180
Understanding intraday electricity markets: Variable selection and very short-term price forecasting using LASSO 1 1 4 29 1 2 11 110
Total Journal Articles 25 43 200 2,511 78 155 646 8,066


Book File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Financial Engineering: Derivatives pricing, Computer simulations, Market statistics (Inzynieria finansowa: Wycena instrumentow pochodnych, Symulacje komputerowe, Statystyka rynku) 1 1 9 454 5 8 48 1,626
Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach 3 10 68 1,289 7 23 129 3,028
Power Exchange: Risk management strategies (Gielda Energii: Strategie zarzadzania ryzykiem) 1 1 5 127 1 2 11 449
Total Books 5 12 82 1,870 13 33 188 5,103


Chapter File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
Blackouts, risk, and fat-tailed distributions 0 0 0 0 1 1 1 5
Forecasting Wholesale Electricity Prices: A Review of Time Series Models 0 0 0 0 0 0 0 5
What is the Probability of an Electricity Price Spike? Evidence from the UK Power Market 0 0 2 9 0 0 4 22
Total Chapters 0 0 2 9 1 1 5 32


Software Item File Downloads Abstract Views
Last month 3 months 12 months Total Last month 3 months 12 months Total
AWC_HURST: MATLAB function to compute the Hurst exponent using the Average Wavelet Coefficient (AWC) method 2 6 23 949 2 11 47 2,084
CHRISTOF: MATLAB function to perform Christoffersen's (1998) tests of coverage 1 3 12 1,075 2 4 26 2,670
CI_POWERTAIL: MATLAB function to test for 'dragon kings' vs. 'black swans' 0 0 4 197 2 4 11 560
CI_WEIBULLTAIL: MATLAB function to test for 'dragon kings' in Weibull-type tails 0 0 1 163 1 1 5 605
COR: MATLAB function to compute the correlation coefficients 0 0 2 819 0 2 53 6,803
DESEASONALIZE: MATLAB function to remove short and long term seasonal components 0 0 4 1,667 1 1 12 4,571
DESEASONALIZE: MATLAB function to remove short and long term seasonal components (new implementation) 0 1 8 480 2 3 23 1,002
DFA: MATLAB function to compute the Hurst exponent using Detrended Fluctuation Analysis (DFA) 2 6 37 2,961 4 15 86 7,776
ENERGIES_14_3249_MATLAB: MATLAB codes for computing combinations of electricity spot price forecasts as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 0 0 1 27 2 2 9 83
ENERGIES_14_3249_PYTHON: Market data and PYTHON codes for computing electricity spot price forecasts using LASSO-estimated AR (LEAR) models as utilized in Jedrzejewski et al. (2021) Energies 14, 3249 3 4 21 133 3 7 54 385
ENERGIES_9_621_CODES: MATLAB codes for computing electricity spot price forecasts from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 2 6 18 310 2 10 43 692
ENERGIES_9_621_FIGS: MATLAB codes and data for plotting figures from "Automated variable selection and shrinkage for day-ahead electricity price forecasting" 1 4 13 181 1 6 35 525
EPFTOOLBOX: The first open-access PYTHON library for driving research in electricity price forecasting (EPF) 2 8 26 137 5 25 111 635
E_HMM: MATLAB function to calculate Electromagnetic Field (EMF) intensity using a Hidden Markov Model (HMM) filter 1 1 3 178 1 2 13 725
Financial Engineering Toolbox (FET) ver. 2.5 for MATLAB 0 1 5 179 0 2 13 523
GARMANKOHLHAGEN: MATLAB function to evaluate European FX option prices in the Garman and Kohlhagen (1983) model 0 0 1 236 1 1 7 899
GPH: MATLAB function to estimate the Hurst exponent using the Geweke-Porter-Hudak (1983) spectral estimator (periodogram regression method) 1 2 11 849 1 4 23 2,083
HESTONFFTVANILLA: MATLAB function to evaluate European FX option prices in the Heston (1993) model using the FFT approach of Carr and Madan (1999) 0 0 2 318 1 2 5 697
HESTONVANILLA: MATLAB function to evaluate European FX option prices in the Heston (1993) model 0 0 0 145 0 1 1 407
HESTONVANILLAFITSMILE: MATLAB function to fit the Heston (1993) option pricing model to the FX market implied volatility smile 0 0 4 184 0 0 8 550
HESTONVANILLALIPTON: MATLAB function to evaluate European FX option prices in the Heston (1993) model using the approach of Lipton (2002) 0 1 2 104 0 2 3 381
HESTONVANILLASMILE: MATLAB function to compute the volatility smile implied by the Heston (1993) option pricing model 0 0 1 380 0 0 7 1,122
HOLTWINTERS: MATLAB function to compute forecasts of the Holt-Winters exponential smoothing model 5 9 53 1,065 7 19 130 3,128
HURST: MATLAB function to compute the Hurst exponent using R/S Analysis 3 12 116 5,572 13 40 305 13,838
LTSCSIMPLE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using simple methods 0 0 1 219 1 1 4 491
LTSCSIN: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using sine-based methods 0 0 0 169 0 3 11 392
LTSCWAVE: MATLAB function to estimate and forecast the long-term seasonal component (LTSC) of an electricity spot price series using wavelet-based methods 0 0 3 213 0 0 7 425
LTSC_EXAMPLE: MATLAB example script and data for "Robust estimation and forecasting of the long-term seasonal component of electricity spot prices" 0 0 0 241 0 0 3 528
MFE Toolbox ver. 1.0.1 for MATLAB 1 2 10 1,270 1 4 26 3,104
MRJD_MLE: MATLAB function to estimate parameters of a Mean-Reverting Jump-Diffusion (MRJD) process using maximum likelihood 3 3 21 1,631 7 14 75 3,801
MRJD_PRED: MATLAB function to make a one-step ahead prediction of a Mean-Reverting Jump-Diffusion (MRJD) process 0 0 1 265 0 0 6 722
MRJD_SIM: MATLAB function to simulate trajectories of a Mean-Reverting Jump-Diffusion (MRJD) process 1 1 3 1,039 1 2 11 2,685
MRS2IR_EST: MATLAB function to estimate parameters of a Markov regime-switching (MRS) model with 2 independent regimes 1 1 2 642 2 2 12 1,579
MRS2IR_SIM: MATLAB function to simulate trajectories of a Markov regime-switching (MRS) model with 2 independent regimes 0 1 4 306 1 2 9 697
MRS2_PLOT: MATLAB function to plot calibration results for a Markov regime-switching (MRS) model with 2 regimes 0 0 1 234 0 1 5 585
MRS3IR_EST: MATLAB function to estimate parameters of a Markov regime-switching (MRS) model with 3 independent regimes 1 1 4 432 1 3 14 905
MRS3IR_SIM: MATLAB function to simulate trajectories of a Markov regime-switching (MRS) model with 3 independent regimes 1 1 5 363 1 1 8 731
MRS3_PLOT: MATLAB function to plot calibration results for a Markov regime-switching (MRS) model with 3 regimes 0 0 4 273 0 0 8 682
ORD_33_103_R_Data: R notebook and data to replicate the results presented in Nitka and Weron (2023) Operations Research and Decisions 33(3), 105-118 2 2 9 15 3 4 22 37
PDFHESTON: MATLAB function to evaluate the probability density function in the Heston (1993) model 0 0 2 213 0 0 2 544
PERIODOG: MATLAB function to compute and plot the periodogram of a time series 0 1 9 936 0 2 22 2,819
PS2R_EST: MATLAB function to estimate parameters of a 2-regime parameter switching (PS) model 0 0 2 256 1 1 4 540
PS2R_SIM: MATLAB function to simulate trajectories of a 2-regime parameter switching (PS) model 0 1 2 181 0 1 4 461
REMST: MATLAB function to remove trend and seasonal component using the moving average method 1 1 2 1,290 2 3 11 3,616
RUNNINGMEDIAN: MATLAB function to compute a running median of a time series 1 1 2 272 1 1 6 1,041
SCAR: MATLAB function to compute day-ahead predictions of the electricity spot price using the Seasonal Component AutoRegressive (SCAR) model 0 0 0 175 0 0 8 377
SCAR_EXAMPLE: MATLAB codes and data for "On the importance of the long-term seasonal component in day-ahead electricity price forecasting" 1 2 7 260 1 3 16 474
SIMGBM: MATLAB function to simulate trajectories of Geometric Brownian Motion (GBM) 0 0 2 401 1 1 12 1,375
SIMGBM: MATLAB function to simulate trajectories of Geometric Brownian Motion (GBM) 0 1 4 777 0 2 16 2,825
SIMHESTON: MATLAB function to simulate trajectories of the spot price and volatility processes in the Heston (1993) model 0 0 0 510 0 0 2 1,199
SNDE06_EXAMPLE: MATLAB codes and data for "Point and Interval Forecasting of Spot Electricity Prices: Linear vs. Non-Linear Time Series Models" 0 0 1 146 0 0 4 281
STABLECULL: MATLAB function to estimate stable distribution parameters using the quantile method of McCulloch 1 1 2 365 1 3 5 761
STABLEPDF_FFT: MATLAB function to compute the stable distribution probability density function (pdf) via FFT 0 0 1 624 0 0 4 1,930
STABLEREG: MATLAB function to estimate stable distribution parameters using the regression method of Koutrouvelis 1 1 3 359 3 3 8 919
STABLEREGKW: MATLAB function to estimate stable distribution parameters using the regression method of Kogon and Williams 0 0 3 420 0 0 12 1,012
STABLERND: MATLAB function to generate random numbers from the stable distribution 1 1 3 563 1 4 15 1,549
STF2HES: MATLAB functions for "FX smile in the Heston model" 0 0 1 239 0 0 4 662
STF2HES_EX: MATLAB example scripts for "FX smile in the Heston model" 0 0 2 132 0 0 13 481
The World According to Spinson (WAS): Standalone application for simulating agent-based models 0 0 0 133 0 1 7 465
Total Software Items 39 86 484 33,873 80 226 1,426 93,439


Statistics updated 2025-03-03