ANALYSIS: Software for Graphical Analysis of Multidimensional Flow Cytometric List Mode Data

Cluster analysis of flow cytometric list mode data on a personal computer.

A cluster analysis algorithm, dedicated to analysis of flow cytometric data is described. The algorithm is written in Pascal and implemented on an MS-DOS personal computer. It uses k-means, initialized with a large number of seed points, followed by a modified nearest neighbor technique to reduce the large number of subclusters. Thus we combine the advantage of the k-means (speed) with that of ...

Software for data analysis with graphical models

Wray L. Buntine RIACS at NASA Ames Research Center Mail Stop 269{2, Mo ett Field, CA 94035{1000, USA [email protected] H. Scott Roy Heuristicrats Research, Inc. 1678 Shattuck Avenue, Suite 310, Berkeley, CA 94709-1631, USA [email protected] Abstract Probabilistic graphical models are being used widely in arti cial intelligence and statistics, for instance, in diagnosis and expert syst...

analysis of ruin probability for insurance companies using markov chain

در این پایان نامه نشان داده ایم که چگونه می توان مدل ریسک بیمه ای اسپیرر اندرسون را به کمک زنجیره های مارکوف تعریف کرد. سپس به کمک روش های آنالیز ماتریسی احتمال برشکستگی ، میزان مازاد در هنگام برشکستگی و میزان کسری بودجه در زمان وقوع برشکستگی را محاسبه کرده ایم. هدف ما در این پایان نامه بسیار محاسباتی و کاربردی تر از روش های است که در گذشته برای محاسبه این احتمال ارائه شده است. در ابتدا ما نشا...

Automated High-Dimensional Flow Cytometric Data Analysis

Flow cytometric analysis allows rapid single cell interrogation of surface and intracellular determinants by measuring fluorescence intensity of fluorophore-conjugated reagents. The availability of new platforms, allowing detection of increasing numbers of cell surface markers, has challenged the traditional technique of identifying cell populations by manual gating and resulted in a growing ne...

Failure Mode and Effects Analysis Using Data Envelopment Analysis