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Probab. Lett.</a> <a href="/?q=in%3A45108" title="Articles in this Issue">36, No. 2, 101-114 (1997)</a>. </div> <div class="abstract">Summary: Two types of kernel based estimators of hazard rate under left truncation and right censorship are considered. An asymptotic representation of the integrated squared error for both estimators is obtained. Also, it is shown that the bandwidth selected by the data-based method of least squares cross-validation is asymptotically optimal in a compelling sense.</div> <div class="clear"></div> <br> <div class="citations"><div class="clear"><a href="/?q=rf%3A1133125">Cited in <strong>4</strong> Documents</a></div></div> <div class="classification"> <h3>MSC:</h3> <table><tr> <td> <a class="mono" href="/classification/?q=cc%3A62G07" title="MSC2020">62G07</a> </td> <td class="space"> Density estimation </td> </tr><tr> <td> <a class="mono" href="/classification/?q=cc%3A62G05" title="MSC2020">62G05</a> </td> <td class="space"> Nonparametric estimation </td> </tr><tr> <td> <a class="mono" href="/classification/?q=cc%3A62G20" title="MSC2020">62G20</a> </td> <td class="space"> Asymptotic properties of nonparametric inference </td> </tr></table> </div><div class="keywords"> <h3>Keywords:</h3><a href="/?q=ut%3Ahazard+rate+estimation">hazard rate estimation</a>; <a href="/?q=ut%3Aoptimal+bandwidth">optimal bandwidth</a>; <a href="/?q=ut%3Aleft+truncation">left truncation</a>; <a href="/?q=ut%3Aright+censorship">right censorship</a>; <a href="/?q=ut%3Aasymptotic+representation">asymptotic representation</a>; <a href="/?q=ut%3Across-validation">cross-validation</a></div> <!-- Modal used to show zbmath metadata in different output formats--> <div class="modal fade" id="metadataModal" tabindex="-1" role="dialog" aria-labelledby="myModalLabel"> <div class="modal-dialog" role="document"> <div class="modal-content"> <div class="modal-header"> <button type="button" class="close" data-dismiss="modal" aria-label="Close"><span aria-hidden="true">×</span></button> <h4 class="modal-title" id="myModalLabel">Cite</h4> </div> <div class="modal-body"> <div class="form-group"> <label for="select-output" class="control-label">Format</label> <select id="select-output" class="form-control" aria-label="Select Metadata format"></select> </div> <div class="form-group"> <label for="metadataText" class="control-label">Result</label> <textarea class="form-control" id="metadataText" rows="10" style="min-width: 100%;max-width: 100%"></textarea> </div> <div id="metadata-alert" class="alert alert-danger" role="alert" style="display: none;"> <!-- alert for connection errors etc --> </div> </div> <div class="modal-footer"> <button type="button" class="btn btn-primary" onclick="copyMetadata()">Copy to clipboard</button> <button type="button" class="btn btn-default" data-dismiss="modal">Close</button> </div> </div> </div> </div> <div class="functions clearfix"> <div class="function"> <!-- Button trigger metadata modal --> <a type="button" class="btn btn-default btn-xs pdf" data-toggle="modal" data-target="#metadataModal" data-itemtype="Zbl" data-itemname="Zbl 0946.62044" data-ciurl="/ci/01133125" data-biburl="/bibtex/01133125.bib" data-amsurl="/amsrefs/01133125.bib" data-xmlurl="/xml/01133125.xml" > Cite </a> <a class="btn btn-default btn-xs pdf" data-container="body" type="button" href="/pdf/01133125.pdf" title="Zbl 0946.62044 as PDF">Review PDF</a> </div> <div class="fulltexts"> <span class="fulltext">Full Text:</span> <a class="btn btn-default btn-xs" type="button" href="https://doi.org/10.1016/S0167-7152(97)00053-9" aria-label="DOI for “Bandwidth choice for hazard rate estimators from left truncated and right censored data”" title="10.1016/S0167-7152(97)00053-9">DOI</a> </div> <div class="sfx" style="float: right;"> </div> </div> <div class="references"> <h3>References:</h3> <table><tr> <td>[1]</td> <td class="space">Bowman, A., An alternative method of cross-validation for the smoothing of density estimates, Biometrika, 65, 521-528 (1984)</td> </tr><tr> <td>[2]</td> <td class="space">Burkholder, D. L., Distribution function inequalities for martingales, Ann. Probab., 1, 19-42 (1973) · <a href="/0301.60035" class="nowrap">Zbl 0301.60035</a></td> </tr><tr> <td>[3]</td> <td class="space">Gijbels, I.; Wang, J. L., Strong representations of the survival function estimator for truncated and censored data with applications, J. Multivariate Anal., 47, 210-229 (1993) · <a href="/0809.62027" class="nowrap">Zbl 0809.62027</a></td> </tr><tr> <td>[4]</td> <td class="space">Hall, P.; Marron, J. S., Extent to which least-squares cross-validation minimises integrated square error in nonparametric density estimation, Probab. Theory Related Fields, 74, 567-581 (1987) · <a href="/0588.62052" class="nowrap">Zbl 0588.62052</a></td> </tr><tr> <td>[5]</td> <td class="space">Marron, J. S.; Härdle, W., Random approximations to some measures of accuracy in nonparametric curve estimation, J. Multivariate Anal., 20, 91-113 (1986) · <a href="/0608.62045" class="nowrap">Zbl 0608.62045</a></td> </tr><tr> <td>[6]</td> <td class="space">Marron, J. S.; Padgett, W. J., Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples, Ann. Statist., 15, 1520-1535 (1987) · <a href="/0657.62038" class="nowrap">Zbl 0657.62038</a></td> </tr><tr> <td>[7]</td> <td class="space">Patil, P. N., Automatic smoothing parameter selection in hazard rate estimation, (Ph.D. thesis (1990), University of North Carolina at Chapel Hill) · <a href="/0777.62042" class="nowrap">Zbl 0777.62042</a></td> </tr><tr> <td>[8]</td> <td class="space">Patil, P. N., Bandwidth choice for nonparametric hazard rate estimation, J. Statist. Plann. Inference, 35, 15-30 (1993) · <a href="/0777.62042" class="nowrap">Zbl 0777.62042</a></td> </tr><tr> <td>[9]</td> <td class="space">Rudemo, M., Empirical choice of histograms and kernel density estimators, Scand. J. Statist., 9, 65-78 (1982) · <a href="/0501.62028" class="nowrap">Zbl 0501.62028</a></td> </tr><tr> <td>[10]</td> <td class="space">Sarda, P.; Vieu, P., Smoothing parameter selection in hazard estimation, Statist. Probab. Lett., 11, 429-434 (1991) · <a href="/0724.62043" class="nowrap">Zbl 0724.62043</a></td> </tr><tr> <td>[11]</td> <td class="space">Stute, W., A law of the logarithm for kernel density estimators, Ann. Probab., 10, 414-422 (1982) · <a href="/0493.62040" class="nowrap">Zbl 0493.62040</a></td> </tr><tr> <td>[12]</td> <td class="space">Serfling, R. J., Approximation Theorems of Mathematical Statistics (1980), Wiley: Wiley New York · <a href="/0423.60030" class="nowrap">Zbl 0423.60030</a></td> </tr><tr> <td>[13]</td> <td class="space">Tsai, W. Y.; Jeweli, N. P.; Wang, M. C., A note on the product limit estimator under right censoring and left truncation, Biometrika, 74, 883-886 (1987) · <a href="/0628.62101" class="nowrap">Zbl 0628.62101</a></td> </tr><tr> <td>[14]</td> <td class="space">Uzunoḡullari, U.; Wang, J. L., A comparison of hazard rate estimators for left truncated and right censored data, Biometrika, 79, 293-310 (1992) · <a href="/0751.62021" class="nowrap">Zbl 0751.62021</a></td> </tr></table> <div class="reference_disclaimer"> This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. 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