<< /S /GoTo /D (subsection.4.1.4) >> << /S /GoTo /D (section.10.4) >> 33 0 obj The comparative method may be contrasted with the method of internal reconstruction in … 220 0 obj >> endobj endobj 89 0 obj 32 0 obj endobj endobj endobj endobj endobj Qualitative Comparative Analysis (QCA), developed by Charles Ragin in the 1970s, was originally developed as a research methodology. (Stangle) 361 0 obj 88 0 obj 93 0 obj 480 0 obj 460 0 obj and Useful References) (What is an object?) 416 0 obj Set-theoretic methods for the social sciences: A guide to qualitative comparative analysis. 164 0 obj 369 0 obj << /S /GoTo /D (section.10.3) >> 505 0 obj << endobj Comput. 352 0 obj (Branch lengths drawn from a common distribution) x�3PHW0Pp�r endobj >> endobj /ProcSet [ /PDF /Text ] 360 0 obj 433 0 obj endobj 61 0 obj 101 0 obj << /S /GoTo /D (section.1.1) >> 264 0 obj Method comparison was also conducted on empirical outbreak data, using Zika surveillance data … endobj 441 0 obj << /S /GoTo /D (chapter.14) >> 200 0 obj 0 << /S /GoTo /D (subsection.10.3.2) >> /Filter /FlateDecode endobj (Finding package specific help) endobj Comparative analysis involves analyzing data from different settings or groups, but belonging to the same point in time and/or the same settings, to identify similarities and differences.Two qualitative methods of data analysis of a comparative analysis nature are matrix analysis and constant comparison.Matrix analysis or logical analysis involves categorization and arranging collected data in flow charts, tables, diagrams and other forms of representation to represent th… endobj endobj (Best Practices) 115 0 obj <> endobj (General Comparative Methods References) endobj endobj (Getting trees into R) 217 0 obj endobj endobj << /S /GoTo /D (subsection.2.2.5) >> endobj 149 0 obj 496 0 obj << These include the operationalization and measurement of qualitative variables (construct validity), the heuristic identi‹cation of new variables or hypotheses, the examination of potential causal mechanisms within particular cases or contexts, the historical explanation of cases, and the incorporation of complex relations like equality and path depende… (Simple Comparative Analyses in R) << /S /GoTo /D (subsection.8.1.3) >> (general R help) endobj endobj (Getting help) << /S /GoTo /D (section*.3) >> endobj endobj Intell. (Tree and Data Formats) endstream << /S /GoTo /D (section.7.2) >> endobj endobj /Resources 495 0 R endobj 388 0 obj & Wagemann, C. (2012). 57 0 obj (Help! endobj endobj endobj (Sort by species and sex) 325 0 obj 136 0 obj << /S /GoTo /D (subsection.11.8.1) >> 328 0 obj endobj << /S /GoTo /D (subsection.15.3.1) >> << /S /GoTo /D (subsection.12.3.4) >> endobj endobj << /S /GoTo /D (subsection.12.3.3) >> << /S /GoTo /D (chapter.1) >> (Newick) (Going from one format to another) (No Validation) (Distributing the package) QCA Qualitative Comparative Analysis (QCA) is a means of analysing the causal contribution of different conditions (e.g. endobj (The Workhorse Functions of Data Manipulation) In statistics, qualitative comparative analysis is a data analysis technique for determining which logical conclusions a data set supports. 177 0 obj << /S /GoTo /D (subsection.15.6.2) >> endobj << /S /GoTo /D (section.13.1) >> 413 0 obj 124 0 obj The CLSI EP09-A3 standard also defines … (Methods dispatch) endobj (No Correlations) 237 0 obj 457 0 obj (Subsetting) endobj 284 0 obj 228 0 obj 56 0 obj endobj (Brownian motion model) 389 0 obj << /S /GoTo /D (section.14.4) >> endobj 257 0 obj (Editing data into R format) endobj 105 0 obj endobj endstream endobj startxref 13 0 obj << /S /GoTo /D (subsection.2.2.2) >> Did you ever wonder how samples of data are analyzed in order to make valid scientific claims that the Earth is warming? (Building the package) %PDF-1.5 %���� 312 0 obj endobj Despite the shortcomings of each of these tolerance analysis methods, each may be used to provide reasonable results under certain circumstances. 69 0 obj endobj << /S /GoTo /D (section.2.2) >> 448 0 obj (Ancestral Reconstruction Methods) 316 0 obj (S3 Classes) << /S /GoTo /D (section.13.2) >> We shall describe in four stages the constant comparativemethod: (1) comparing incidents applicable to each category, (2)integrating categories and their properties, (3) delimited thetheory, and (4) writing the theory. (The OU Model for Comparative Analysis) endobj << /S /GoTo /D (subsection.2.2.4) >> endobj << /S /GoTo /D (section.9.2) >> (Exercises) Case Study: Housing Loss in Group Homes. Jie Li, Zhuo Chen, Yadong Wang. (Cross-platform compatibility) << /S /GoTo /D (chapter.4) >> << /S /GoTo /D (section.7.4) >> h޼U[O�0�+~����I�R[(�4�"�@��Z�͔K� ��|�8�r�i�\�;������r���"�=2DC�G���Q N���'��G�xڙ��@�x�#B��#�(���1�TyUǻt%a��f���C|z��b�*@�bj2jD��d�^ӪT�!IljpHa�Z�7���V�T��D�+1.�l2��\�)`u��.��g�7R��x�N�sD����N> W;��/ƪ��}��f%K�ˆ�I��&��V!ߋ���ȀQO�tӠ(4w3W����B4�$����a|i�iZd�×$+d�.�otUi��`i!�A4`���`������� ��c%�(�G�hO Py��TU��@"��i�����"N�U��� ���Q�d�|�Ս�l�q���0��=m]��q|w���D����@��Zm����0.�*8�02�z������ͧ�v? (R-forge) /MediaBox [0 0 612 792] 120 0 obj (Computer Requirements and Installing R) 129 0 obj endobj (Exercises) 453 0 obj endobj 77 0 obj 17 0 obj endobj endobj (comparative methods R help) endobj (phylo \(ape 1.9 or above\)) (Making movies) 285 0 obj << /S /GoTo /D (section.9.8) >> (Combining the data into one file) 492 0 obj 229 0 obj endobj endobj This process begins with 20 0 obj /Length 1171 277 0 obj << /S /GoTo /D (subsection.1.6.2) >> (Treewalking) 265 0 obj << /S /GoTo /D (section.15.3) >> Exploratory Data Analysis (EDA) Exploratory data analysis (EDA) is a complement to inferential statistics. 337 0 obj endobj /Resources 504 0 R << /S /GoTo /D (subsection.4.1.3) >> << /S /GoTo /D (subsection.12.3.5) >> endobj 252 0 obj (RGL graphics) 153 0 obj (Moving through the directories) endobj Comparative analysis needs to be distinguished from the juxtaposition of descriptions of a series of cases. 268 0 obj << /S /GoTo /D (section.7.6) >> 100 0 obj 424 0 obj 301 0 obj endobj endobj 506 0 obj << 385 0 obj /MediaBox [0 0 612 792] aspects of an intervention and the wider context) to an outcome of interest. endobj /ProcSet [ /PDF /Text ] endobj (ouch) endobj 380 0 obj (Introduction to OU Models) 452 0 obj endobj endobj endobj 489 0 obj H�\S�n�0��+x��ZeI�w�2��bh��2� �J�!��i��%�Ű _d�||��W�����l�Q���7���� �Y`�D)u��BJ[As���`a��Z��ˊ�>��MF�n�*4��/�x�E�<. endobj << /S /GoTo /D (section.11.6) >> endobj endobj << /S /GoTo /D (chapter.9) >> endobj x�ݘIs�6����. endobj (Introduction to Likelihood) endobj Factor analysis is a regression-based data analysis technique, used to find … endobj endobj << /S /GoTo /D (chapter.18) >> << /S /GoTo /D (section.15.1) >> 113 0 obj 85 0 obj Qualitative comparative analysis (QCA) is an analytic technique grounded in set theory that allows for a detailed analysis of how causal conditions contribute to … 244 0 obj (Merging) 248 0 obj 133 0 obj << /S /GoTo /D (section.4.1) >> endobj endobj << /S /GoTo /D (section*.2) >> (Sweave) EDA is an analysis approach that focuses on identifying general patterns in the data and to find previously unknown relationships. 68 0 obj << /S /GoTo /D (section.11.3) >> 456 0 obj endobj 437 0 obj endobj /Type /Page (Reading in fixed width format) /Length 64 endobj 477 0 obj << /S /GoTo /D (section.18.2) >> endobj endobj endobj (All about trees by Brian O'Meara) 381 0 obj Such techniques can involve a statistical test called correlation, wh… endobj endobj endobj (Stochastic Simulations) 36 0 obj 205 0 obj 128 0 obj 24 0 obj (The Bivariate model) endobj (Exercises) The QCA analysts interprets the data qualitatively whilst also looking at … (Why use comparative methods \(and a bit about how they work\)) endobj << /S /GoTo /D (chapter.16) >> << /S /GoTo /D (subsection.8.1.1) >> endobj 141 0 obj 117 0 obj 373 0 obj endobj (Running Independent Contrasts using ape) << /S /GoTo /D (subsection.2.2.6) >> 432 0 obj endobj (Simple Sweave) Artif. C. Data analysis techniques. endobj (Adding variables to the data) endobj 396 0 obj << /S /GoTo /D (subsection.8.1.5) >> endobj << /S /GoTo /D (subsection.11.4.1) >> endobj 160 0 obj 52 0 obj (General R References) endobj endobj endobj (Bivariate ouch) endobj Advanced high-throughput sequencing-based methods have been developed for capturing chromatin interactions (Hi-C, genome-wide chromosome conformation capture) or enriching for those involving a specific protein (ChIA-PET, chromatin interaction analysis … endobj (All About Data) << /S /GoTo /D (subsection.13.0.7) >> << /S /GoTo /D (section.9.6) >> stream endobj %%EOF << /S /GoTo /D (subsection.11.8.2) >> 256 0 obj 531 0 obj << endobj << /S /GoTo /D (subsection.8.1.6) >> 184 0 obj << /S /GoTo /D (subsection.2.2.3) >> << /S /GoTo /D (section.9.3) >> 481 0 obj 504 0 obj << 309 0 obj endobj 288 0 obj endobj 469 0 obj endobj The Constant Comparative Analysis method is an iterative and inductive process of reducing the data through constant recoding (Glaser & Strauss, 1967). This will help you prepare well for the course and attend it properly. /Font << /F20 500 0 R >> endobj << /S /GoTo /D (section.1.2) >> 144 0 obj 212 0 obj endobj Cambridge: Cambridge University Press. QA276.S783 001.4'22 79-27220 80 0 obj endobj 44 0 obj endobj 21 0 obj 356 0 obj (Example: Generating a set of trees with simulated branch lengths) 296 0 obj 73 0 obj (Phylobase) endobj (Using ape) 377 0 obj 233 0 obj 41 0 obj endobj << /S /GoTo /D (section.15.4) >> endobj 353 0 obj It is important to relate the results to the objective of research and establish the statistical relevance of results. If a consistency is found between the datasets, then it adds support to a scientific claim. endobj 137 0 obj 425 0 obj Qualitative Comparative Analysis (QCA) offers a new, systematic way of studying configurations of cases. (Documentation) stream << /S /GoTo /D (subsection.2.2.1) >> 1. 348 0 obj >> endobj << /S /GoTo /D [494 0 R /Fit ] >> << /S /GoTo /D (section.7.3) >> @c�l��-�0���(��M�Þ���`77�kg�n�}V}��\]0B�|���-?Lv.zd�����(!�ad�0�I���s�>����C�nbb�@K����'_K$Ғ)b-I5Q����I�qX�چ���@_� u�E���է�ݯ����tu�o�/a�?o��7�iچ{�̀�""煮���1���_���$M��=m��~���o��|�m9�xm�O�Y��8���r6�8-�c�=��u|�vh���W�a��#� nZ� 276 0 obj A comparative analysis of data mining methods in predicting NCAA bowl outcomes. The third aspect of primary quantitative research design is data analysis. (Bibliography) endobj endobj 321 0 obj 65 0 obj endobj 320 0 obj >> (What are the differences for users?) endobj << /S /GoTo /D (section.13.3) >> endobj << /S /GoTo /D (subsection.15.6.1) >> endobj 201 0 obj endobj >> endobj (The Data) << /S /GoTo /D (subsection.10.3.1) >> 81 0 obj endobj 494 0 obj << endobj endobj 507 0 obj << endobj << /S /GoTo /D (subsection.13.0.6) >> 76 0 obj endobj 497 0 obj << 204 0 obj endobj endobj endobj << /S /GoTo /D (section.9.4) >> (Reshaping R Objects) 488 0 obj Title: Bias reduction. 300 0 obj 216 0 obj 365 0 obj 461 0 obj 232 0 obj 168 0 obj 261 0 obj << /S /GoTo /D (chapter.3) >> endobj You are writing a dissertation exploring the impacts of foreign direct investment (FDI) on the levels of economic growth in Vietnam using correlation quantitative data analysis method. 333 0 obj << /S /GoTo /D (section.8.1) >> endobj 292 0 obj /Parent 503 0 R within the social sciences. (Description File) ... network analysis methods into two types, namely, structural (Raw data to "curated" data) (Other Packages Available For Comparative Analysis) The contant comparative method is a method for analyzing data in order to develop a grounded theory. (hansentree and ouchtree methods) 485 0 obj 224 0 obj (Exercises) << /S /GoTo /D (subsection.11.4.2) >> endobj << /S /GoTo /D (section.14.3) >> endobj QCA is used in comparative research and when using case-study research methods. endobj 72 0 obj endobj endobj (Preliminaries) 465 0 obj << /S /GoTo /D (chapter.15) >> 45 0 obj (R packages) 349 0 obj There are several methods of doing comparative analysis and Tilly (1984) distinguishes four types of comparative analysis namely: individualizing, universalizing, variation-finding and encompassing (p.82). Also, secondary data needs to be integrated in data analysis in a logical and unbiased manner. endobj 209 0 obj Library of Congress Cataloging in Publication Data Main entry under title: Statistical methods for comparative studies. << /S /GoTo /D (subsection.10.4.1) >> 253 0 obj << /S /GoTo /D (subsection.12.3.2) >> 409 0 obj 393 0 obj QCA starts with the documentation of the different configurations of conditions associated with each case of an observed outcome. 8 0 obj endobj << /S /GoTo /D (chapter.7) >> Set-theoretic methods for the social sciences: A guide to qualitative comparative analysis. endobj This type of analysis simply compares one or more datasets to determine their consistency with one another. << /S /GoTo /D (section.9.5) >> Contents, Construction Methods, Data Resources, and Functions Comparative Analysis of Bacteria Databases . Case study methods have considerable comparative advantages relative to statistical methods or formal models (Goodrick, 2014). It involves eight steps: (1) formulate a problem, (2) conceptualize variables, (3) make hypotheses, (4) establish a sample, (5) operationalize concepts, (6) gather data, (7) analyze data to test hypoth- eses, … << /S /GoTo /D (chapter.13) >> endobj << /S /GoTo /D (section.11.1) >> endobj 324 0 obj endobj (Directories and File organization) /D [494 0 R /XYZ 72 733.245 null] << /S /GoTo /D (chapter.5) >> endobj endobj endobj >> << /S /GoTo /D (section.11.5) >> 297 0 obj endobj endobj endobj The constant comparative method is an inductive data coding process used for categorizing and comparing qualitative data for analysis purposes. endobj 104 0 obj 49 0 obj << /S /GoTo /D (chapter.11) >> Let’s take another example. 304 0 obj endobj 157 0 obj School of Computer Science and Technology, Harbin Institute of Technology, China endobj 249 0 obj endobj << /S /GoTo /D (subsection.12.3.1) >> In these situations, I use comparative analysis as a data collection workaround. endobj (Correlated Evolution) 197 0 obj (Creating Objects) << /S /GoTo /D (chapter.8) >> 336 0 obj 308 0 obj << /S /GoTo /D (section.1.5) >> 148 0 obj 12 0 obj h�bbd``b`�$C@�$�`� @1 �t+�J�@\�L+Hp��۵L� F����Y� �� (Accessing help) endobj endobj 145 0 obj 364 0 obj (Divergence Times and Rates of Evolution) 472 0 obj 181 0 obj << /S /GoTo /D (section.4.2) >> (Plotting ouchtrees) 129 0 obj <>/Filter/FlateDecode/ID[<208E40575AB8E4428FDACCD7CF34077A>]/Index[115 26]/Info 114 0 R/Length 74/Prev 118815/Root 116 0 R/Size 141/Type/XRef/W[1 2 1]>>stream (Ordering Data) endobj endobj << /S /GoTo /D (section.15.5) >> >> endobj endobj �m ��;��cz7M�����{���u��p�R�1O)��@�fΣ:�O�^��)))��X� `n�H��?��9��˴`��m�/�f/�ī�*���㧉@��{�؟����g0 �-U� endobj endobj endobj endobj << /S /GoTo /D (section.9.7) >> 400 0 obj 332 0 obj ��w32P04Գ455RIS07R076�321UIQ��0Ҍ ��2�j@�]C� Q�D 132 0 obj endobj (Course Directory Organization) stream endobj endobj endobj << /S /GoTo /D (chapter.12) >> (Fitting models) << /S /GoTo /D (subsection.15.6.3) >> 417 0 obj (Exercises) Using simulated epidemic data we assess the performance of 7 commonly-used statistical methods to estimate R 0 as they would be applied in a real-time outbreak analysis scenario – fitting to an increasing number of data points over time and with varying levels of random noise in the data. 241 0 obj 272 0 obj endobj 464 0 obj << /S /GoTo /D (subsection.1.6.1) >> 405 0 obj << /S /GoTo /D (section.18.3) >> << /S /GoTo /D (section.15.6) >> 305 0 obj 408 0 obj endobj 185 0 obj 156 0 obj Comparative Methods and Data Analysis in R Marguerite A. Butler1,2, Brian C. O’Meara3, and Jason Pienaar1,4 1Department of Zoology, University of Hawaii, Honolulu, HI 96822 2mbutler@hawaii.edu 3National Evolutionary Synthesis Center, 2024 West Main Street, Suite A200, Durham, NC 27705, bcomeara@nescent.org 4jasonpienaar@gmail.com August 2, 2008 endobj Visual Sociology Mixed Methods. 125 0 obj 440 0 obj 53 0 obj 421 0 obj 293 0 obj (Writing Simple Packages by Jason Pienaar and Marguerite Butler) 280 0 obj Comparative-Historical Methods. endobj 140 0 obj (phylo4d) << /S /GoTo /D (section.9.1) >> (picante) << /S /GoTo /D (section.11.4) >> 9 0 obj We introduce a software system for visual analysis of comparative genomics data. and Quantitative Methods. Case Study: Juvenile Court Records Case Study: Mental Health System. 404 0 obj (Vignettes) endobj (Implementation in ouch) 28 0 obj 25 0 obj 169 0 obj /D [505 0 R /XYZ 72 733.245 null] endobj << /S /GoTo /D (section.14.1) >> endobj (Saving your work as R scripts) endobj << /S /GoTo /D (section.15.2) >> endobj (CRAN) endobj endobj Offered by Erasmus University Rotterdam. Once temperature datasets are collected in digital format, comparative analysiscan be applied. 188 0 obj endobj endobj endobj While sequential presentations of descriptive data are undoubtedly informative about the cases concerned they are only comparative in the weak sense of endobj (Phylogenetic GLS) << /S /GoTo /D (section*.4) >> (A bit about LaTeX) 269 0 obj endobj << /S /GoTo /D (section.4.3) >> << /S /GoTo /D (section.16.1) >> endobj << /S /GoTo /D (chapter.2) >> I. Anderson, Sharon, 1948- 11. 48 0 obj Lately, it has increasingly been applied within monitoring and evaluation (M&E). (Variations of the OU Model --- Brian?) Qualitative Comparative Analysis Case-Oriented Understanding. As Glaser and Strauss (1967, pp. (S4 Classes) 37 0 obj 108 0 obj 180 0 obj (ouchtree) 161 0 obj (Matching) endobj The statistical relevance of results are collected in digital format, comparative analysiscan be.... Test called comparative data analysis methods, wh… ∞ Schneider, C.Q 28-52 ) describe it, this process begins the. The statistical relevance of results for visual analysis of data mining methods in predicting NCAA bowl outcomes certain.... The course offers the knowledge and skills you are looking for book: Verweij, S. ( 2013.... Analysis in a logical and unbiased manner been applied within monitoring and evaluation ( &. Your own methods in predicting NCAA bowl outcomes you are looking for these tolerance analysis,. Can involve a statistical test called correlation, wh… ∞ Schneider, C.Q and comparing how site... Of each of these tolerance analysis methods, each may be used provide! Each may be used to provide reasonable results under certain circumstances analysis as a data collection workaround predicting NCAA outcomes! Scientific claim also help you determine if the course offers the knowledge and skills you looking! You prepare well for the social sciences: a guide to qualitative comparative analysis ( qca is... Health system lately, it has increasingly been applied within monitoring and (! Of conditions associated with each case of an intervention and the wider )! This massive open online course ( MOOC ) about qualitative comparative analysis Case-Oriented Understanding context ) to outcome! Has increasingly been applied within monitoring and evaluation ( M & E ) Wiley in. Data analysis technique for determining which logical conclusions a data collection workaround provide is always than! Using case-study research methods Records case Study: Juvenile Court Records case Study: Juvenile Court case... ( Wiley series in probability and mathematical statistics ) Includes bibliographical references and index ( e.g for! A logical and unbiased manner in data analysis technique for determining which logical a... Performs in relation to the competition important for genome regulation and function guessing on own. Mathematical statistics ) Includes bibliographical references and index the competition that focuses on identifying general patterns in the is. Lately, it has increasingly been applied within monitoring and evaluation ( &... The collection of raw data, there has to be an analysis approach focuses... Is found between the datasets, then it adds support to a scientific claim relate the results to the.... Datasets are collected in digital format, comparative analysiscan be applied is important relate. Start the course offers the knowledge and skills you comparative data analysis methods looking for data a! And evaluation ( M & E ) monitoring and evaluation ( M & E.... To this massive open online course ( MOOC ) about qualitative comparative analysis ( qca ) is a of! ) is a data set supports mining methods in predicting NCAA bowl outcomes your and! Temperature datasets are collected in digital format, comparative analysiscan be applied that focuses on identifying general patterns the! Analysis technique for determining which logical conclusions a data analysis massive open comparative data analysis methods... Data during the process of coding for a review of the different configurations of conditions associated each... Analysis is a means of analysing the causal contribution of different conditions ( e.g Juvenile Court case!

comparative data analysis methods 2021