[PDF] Top 20 The Stochastic Error Rate Estimation of Prediction Distributions
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The Stochastic Error Rate Estimation of Prediction Distributions
... a stochastic extension of the Chain-Ladder model concerning the partial prediction reserve and to estimate the error rate of prediction dis- tributions, which seems to be closer to ... See full document
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Optimal classifier selection and negative bias in error rate estimation: an empirical study on high-dimensional prediction
... misclassification rate of a total of 10 usual classification methods (k-nearest- neighbors, linear discriminant analysis, Fisher's discrimi- nant analysis, diagonal linear discriminant analysis, par- tial least ... See full document
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Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL
... Decreased error rates of this type correlate most strongly with obligatory pronouns in subject position, as well as a verbal person marking sys- tem similar to the one in ... See full document
9
Word Error Rate Estimation for Speech Recognition: e WER
... the prediction per ...black-box estimation are following the gold-standard WER per ...or error count ERR, we can see that the black-box, in gen- eral, over-estimates the WER, while the glass-box ... See full document
5
Experimental design and estimation of growth rate distributions in size-structured shrimp populations
... growth rate g, G is the collection of admissible growth rates, and P is a probability measure on ...allow prediction of both the dispersion and bifurcation typically observed in mosquitofish (as well as ... See full document
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Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation
... A learning system consists of data, a learning model and a learning algorithm. The purpose of such a system is to estimate an unknown true density function from data distributed by the true density function. The data ... See full document
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Adaptive linear filtering design with minimum symbol error probability criterion
... square error (MMSE) criterion and has found ever-increasing applications in ...symbol error rate (MSER) criterion for communication ...symbol error over the MMSE ...density estimation ... See full document
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The optimal sampling point for the quality assessment of continuous streams
... Key words: Varying flow rate; linear and exponential variograms; estimation error variance; optimal sampling point; continuous time stochastic process.. Introduction.[r] ... See full document
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Bootstrap Estimation of the Predictive Distributions of Reserves Using Paid and Incurred Claims
... the prediction distributions of reserves produced by the Munich chain ladder (MCL) ...bootstrap distributions, this paper addresses the application of bootstrapping methods to dependent data, with ... See full document
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Bootstrap Estimation of the Predictive Distributions of Reserves using Paid and Incurred Claims
... in stochastic claims reserving because of the simplicity and flexibility of the ...the estimation error of a fitted model in a statistical ...the prediction error and the predictive ... See full document
25
Prediction distribution for linear regression model with multivariate Student-t errors under the Bayesian approach
... the error term associated with y f and e f has a univariate Student-t distribution as e f ~ t 1 (0, σ , ν ...of prediction distribution of a set of future responses, it can be easily obtained the joint ... See full document
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Channel estimation algorithms and bit error rate analysis of cognitive radio
... channel estimation of CR ...channel estimation algorithm using Least Squares estimator and Linear Minimum Mean Square Error ...bit error rate ...square error and bit error ... See full document
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O pt i ma l i t yo f Uni v e r s a l Ba y e s i a n Se q ue nce P r e di ct i o n f o r Ge ne r a l L o s sa nd Al pha be t
... the prediction schemes for partial sequence prediction, where not every symbol needs to be ...universal prediction scheme studied here to the popular predictors based on expert advice (PEA) ... See full document
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Analysis of Student Performance using Machine Learning Techniques
... CFA prediction in the context of ...performance prediction is an intriguing research area, and especially so for MOOC because of its potential benefits, such as the definition of different SLN graph ... See full document
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Empirical analysis of the forecast error impact of classical and bayesian beta adjustment techniques
... Systematic risk, as measured by beta, is one of the most fundamental and essential aspect of investment analysis. The method of estimation for the risk measure as predictors of future betas has been under study ... See full document
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A Low Error Rate Prediction based Crop Yielding using Clustering with LDA
... two prediction methods namely FCM, and LDA ...the error in predicting adjacent customary precipitation from environment markers and the goof in foreseeing yields from regular ... See full document
7
An Edge-Sensing Predictor in Wavelet Lifting Structures for Lossless Image Coding
... the prediction part is problematic once the domain pixels (approximation signal) get ...the prediction rules in the encoder and the decoder may vary with quantized coefficients which may spoil the recon- ... See full document
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Does the Box Cox transformation help in forecasting macroeconomic time series?
... The distribution of the 530 point estimates of λ, displayed in Figure 2, is centered around the mean value 0.29, with a standard deviation of 0.64. The percentage of cases in which the value λ = 1 (i.e., no ... See full document
23
Generalized linear models
... As Birch (1963) has shown, the estimation of a set of independent multinomial distributions is equivalent to the estimation of a set of independent Poisson distributions, and in[r] ... See full document
16
Bit Error Rate Analysis of OFDM System with Channel Estimation Error in Rayleigh Fading Channels
... Orthogonal frequency division multiplexing (OFDM) is a multi-carrier modulation scheme that maximizes the data transmission rate for a given bandwidth [1]-[3]. OFDM gives the frame work for the multi-user ... See full document
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