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題名:層級貝氏類神經網路方法在建構可靠度預估模式上之應用
書刊名:品質學報
作者:邱志洲廖子毅高淩菁鐘振聲
作者(外文):Chiu, Chih-chouLiaw, Chih-yiKao, Ling JingChung, Chen-sheng
出版日期:2006
卷期:13:3
頁次:頁221-240
主題關鍵詞:層級貝氏類神經網路模式衰退過程失效時間馬可夫鏈蒙地卡羅Hierarchical Bayesian neural network modelDegradation processFailure timeMarkov chain monte carlo
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:0
  • 點閱點閱:27
期刊論文
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3.Breiman, Leo(2001)。Statistical Modeling: The Two Cultures。Statistical Science,16(3),199-231。  new window
4.Brooks, S. P.(1998)。Markov Chain Monte Carlo Method and its Application。The Statistician,47(1),69-100。  new window
5.Casella, G.、George, E.(1992)。Explaining the Gibbs Sampler。The American Statistician,46,167-174。  new window
6.Chang, D. S.、Chiu, C. C.、Jiang, S. T.(1999)。Modeling And Reliability Prediction for the Step-Stress Degradation Measurements Using Neural Network Methodology。International Journal of Reliability, Quality and Safety Engineering,6(3),277-288。  new window
7.Chinnam, R. B.(1999)。On-line Estimation of Individual Components Using Degradation Signals。IEEE Transactionson Reliability,48(4),403-412。  new window
8.Doksum K. A.、Hóyland, A.(1992)。Models for Variable-Stress Accelerated Life Testing Experiments based on Wiener Processes and the Inverse Gaussian Distribution。Technometrics,34,74-82。  new window
9.Handcock, M. S.、Wallis, J.(1994)。An Approach to Statistical Spatial-T emporal-Modeling of Meteorological Fields (with discussion)。Journal of American Statistical Association,89,363-378。  new window
10.Holmes, C. C.、Mallick, B. K.(1998)。Bayesian Radial Basis Functions of Variable Dimension。Neural Computation,10,1217-1233。  new window
11.Holmes, C. C.、Mallick, B. K.(2000)。Bayesian Wavelet Networks for Nonparametric Regression。IEEE Transaction on Neural Networks,11,27-35。  new window
12.Hwang, J. T.、Ding, A. A.(1997)。Prediction Intervals in Artificial Neural Networks。The Journal of American Statistic Association,92,438-748。  new window
13.Ibrahim, J. G.、Ryan, L. M.、Chen, M(1998)。Using Historical Controls to Adjust for Covariates in Trend Tests for Binary Data。Journal of the American Statistical Association,93,1282-1293。  new window
14.Ibrahim, J. G.、Chen, M.-H.(2000)。Power Prior Distributions for Regression Models。Statistical Science,15,46-60。  new window
15.Liski, E. P.、Nummi, T.(1996)。Prediction in Repeated-Measures Models With Engineering Applications。Technometrics,38,25-36。  new window
16.Liu, S. I.(2001)。Bayesian Model Determination for Binary Time series Data with Applications。Computational Statistics & Data Analysis,36,461-473。  new window
17.Lu, J. C.、Meeker, W. Q.、Escobar, L. A.(1996)。A Comparison of Degradation and Failure Distribution Analysis Methods of Estimating a Time-to-Failure Distribution。Statistic Sinica,6,531-546。  new window
18.Mackay, D. J. C.(1992)。A Practical Bayesian Framework for Backprop Networks。Neural Computation,4,448-472。  new window
19.MacKay, D. J. C.(1995)。Probable networks and plausible predictions--a review of practical Bayesian methods for supervised neural networks。Network: Computation in Neural Systems,6(3),469-505。  new window
20.Meeker, W. Q.、Escobar, L. A.(1993)。A Review of Recent Research and Current Issue in Accelerated Testing。International Statistical Review,61,147-168。  new window
21.Meeker, W. Q.、Hamada, M.(1995)。Statistical Tools for the Rapid Development & Evaluation of High Reliability Product。IEEE Transactions on Reliability,44,187-198。  new window
22.Müller, P.、Rios Insua, D.(1998)。Issues in Bayesian Analysis of Neural Network Models。Neural Computation,10,571-592。  new window
23.Padgett, W. J.(1979)。Confidence Bounds on Reliability for the Inverse Gaussian Model。IEEE Transactions on Reliability,28,165-168。  new window
24.Tang, L. C.、Chang, D. S.(1994)。Tolerance Limits for Inverse Gaussian Distribution。Journal of Statistical Computation and Simulation,51(1),21-29。  new window
25.Tang, L. C.、Chang, D. S.(1994)。Reliability Bounds and Tolerance Limits ff 2 Inverse Gaussian Models。Microelectron Reliab,34(2),247-259。  new window
26.Tang, L. C.、Chang, D. S.(1995)。Reliability Prediction Using Nondestructive Accelerated-Degradation data: Case Study on Power Supplies。IEEE Transactions on Reliability,44,562-566。  new window
27.Zhang, R.、Mahadevan, S.(2000)。Model uncertainty and Bayesian updating in reliability-based inspection。Structural Safety,22,145-160。  new window
28.Zheng, R.、Ellingwood, B. R.(1998)。Stochastic Fatigue Crack Growth in Steel Structures Subjected to Random Loading。Structural Safety,20(4),305-324。  new window
29.Buntine, W. L.、Weigand, A. S.(1991)。Bayesian Back-Propagation。Complex Systems,5,603-643。  new window
30.Lu, J. C.、Meeker, W. Q.(1993)。Using Degradation Measures to Estimate a Time-to-Failure Distribution。Technometrics,35(2),161-174。  new window
31.Stern, H. S.(1996)。Neural networks in applied statistics。Technometrics,38(3),205-214。  new window
32.Gelfand, Alan E.、Smith, Adrian F. M.(1990)。Sampling-Based Approaches to Calculating Marginal Densities。Journal of the American Statistical Association,85(410),398-409。  new window
33.Chib, Siddhartha、Greenberg, Edward(1995)。Understanding the Metropolis-Hastings Algorithm。American Statistician,49(4),327-335。  new window
會議論文
1.Karunanithi, N.、Whitley, D.、Malaiya, Y.(199105)。Prediction of software reliability using neural networks。1991 International Symposium on Software Reliability Engineering,124-130。  new window
研究報告
1.Neal, R. M.(1992)。Bayesian training of backpropagation networks by the hybrid Monte Carlo method。Dept. of Computer Science, University of Toronto。  new window
學位論文
1.Lenk, Peter J.(1985)。Bayesian Inference(博士論文)。The University of Michigan,Ann Arbor。  new window
圖書
1.Bogdanoff, J. L.、Kozin, F.(1984)。Probabilistic Models of Cumulative Damage。New York:John Wiely。  new window
2.Carlin, B. P.、Louis, T. A.(2000)。Bayes and Empirical Bayes Methods for Data Analysis。London:CRC Press。  new window
3.Gelman, A.、Carlin, J. B.、Stern, H. S.、Rubin, D. B.(1995)。Bayesian Data Analysis。London:Chapman Hall。  new window
4.Neal, R. M.(1996)。Bayesian Learning for Neural Networks。New York:Springer-Verlag。  new window
5.Nelson, W.(1990)。Accelerated Testing: Statistical Models, Test Plans, and Data Analyses。New York:John Wiley and Sons。  new window
6.Bernardo, J. M.、Smith, A. F. M.(1994)。Bayesian Theory。John Wiley and Sons。  new window
7.Robert, C. P.、Casella, G.(1999)。Monte Carlo Statistical Methods。New York:Springer-Verlag。  new window
8.Meeker, W. Q.、Escobar, L. A.(1998)。Statistical Methods for Reliability Data。New York, NY:John Wiley and Sons。  new window
圖書論文
1.Rumelhart, D. E.、Hinton, G. E.、Williams, R. J.(1986)。Learning Internal Representations by Error Propagation。Parallel distributed processing: explorations in the microstructure of cognition。Cambridge, MA:MIT Press。  new window
 
 
 
 
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