Ant Colony Optimization and Local Weighted Structural Equation Modeling. A Tutorial on Novel Item and Person Sampling Procedures for Personality Research          href='#per2195-note-1001'/>

Olaru Gabriel; Schroeders Ulrich; Hartung Johanna; Wilhelm Oliver; Wrzus Cornelia

摘要

Abstract > Measurement in personality development faces many psychometric problems. First, theory‐based measurement models do not fit the empirical data in terms of traditional confirmatory factor analysis. Second, measurement invariance across age, which is necessary for a meaningful interpretation of age‐associated personality differences, is rarely accomplished. Finally, continuous moderator variables, such as age, are often artificially categorized. This categorization leads to bias when interpreting differences in personality across age. In this tutorial, we introduce methods to remedy these problems. We illustrate how Ant Colony Optimization can be used to sample indicators that meet prespecified demands such as model fit. Further, we use Local Structural Equation Modeling to resample and weight subjects to study differences in the measurement model across age as a continuous moderator variable. We also provide a detailed illustration for both tools with the Neuroticism scale of the openly available International Personality Item Pool – NEO inventory using data from the UK sample ( N ?=?15?827). Combined, both tools can remedy persistent problems in research on personality and its development. In addition to a step‐by‐step illustration, we provide commented syntax for both tools. ? 2019 European Association of Personality Psychology </abstract> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> <div class="translation abstracttxt"> <span class="zhankaihshouqi fivelineshidden" id="abstract"> <span>机译：</span><Abstract Type =“Main”XML：Lang =“en”> <标题类型=“main”>抽象</ title> >人格开发中的测量面临许多心理模切问题。首先，基于理论的测量模型在传统的确认因子分析方面不符合经验数据。其次，跨年龄的测量不变性，这对于有意义的年龄相关性格差异的意义解释是必要的。最后，诸如年龄的连续主持人变量通常是人为分类的。当跨年龄的个性差异解释差异时，该分类导致偏差。在本教程中，我们介绍了解决这些问题的方法。我们说明了蚁群优化</ i>如何用于采样符合预定需求的指示符，例如型号拟合。此外，我们使用局部结构方程模型</ i>重组和权重受试者，以研究跨年龄的测量模型的差异作为连续的主持人变量。我们还提供了具有公开可用的国际人格项目池的神经质尺度的工具的详细说明 - Neo库存使用来自英国样本的数据（ n </ i>？=？15？827）。合并，两种工具可以解决人格研究及其发展的持续存在问题。除了逐步的例子外，我们还提供了两种工具的评论语法。还2019年欧洲人格心理学协会</ p> </摘要> </span> <span class="z_kbtn z_kbtnclass hoverxs" style="display: none;">展开▼</span> </div> </div> <div class="record"> <h2 class="all_title" id="enpatent33" > 著录项</h2> <ul> <li> <span class="lefttit">来源</span> <div style="width: 86%;vertical-align: text-top;display: inline-block;"> <a href='/journal-foreign-22910/'>《European journal of personality 》</a> <b style="margin: 0 2px;">|</b><span>2019年第3期</span><b style="margin: 0 2px;">|</b> <span>共20页</span> </div> </li> <li> <div class="author"> <span class="lefttit">作者</span> <p id="fAuthorthree" class="threelineshidden zhankaihshouqi"> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Olaru Gabriel&option=202" target="_blank" rel="nofollow">Olaru Gabriel;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Schroeders Ulrich&option=202" target="_blank" rel="nofollow">Schroeders Ulrich;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Hartung Johanna&option=202" target="_blank" rel="nofollow">Hartung Johanna;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Wilhelm Oliver&option=202" target="_blank" rel="nofollow">Wilhelm Oliver;</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Wrzus Cornelia&option=202" target="_blank" rel="nofollow">Wrzus Cornelia;</a> </p> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zkzz" style="display: none;">展开▼</span> </div> </li> <li> <div style="display: flex;"> <span class="lefttit">作者单位</span> <div style="position: relative;margin-left: 3px;max-width: 639px;"> <div class="threelineshidden zhankaihshouqi" id="fOrgthree"> <p>University of KasselKassel Germany;</p> <p>University of KasselKassel Germany;</p> <p>Ulm UniversityUlm Germany;</p> <p>Ulm UniversityUlm Germany;</p> </div> <span class="z_kbtnclass z_kbtnclassall hoverxs" id="zhdw" style="display: none;">展开▼</span> </div> </div> </li> <li> <span class="lefttit">收录信息</span> <span style="width: 86%;vertical-align: text-top;display: inline-block;"></span> </li> <li> <span class="lefttit">原文格式</span> <span>PDF</span> </li> <li> <span class="lefttit">正文语种</span> <span>eng</span> </li> <li> <span class="lefttit">中图分类</span> <span> <a href="https://www.zhangqiaokeyan.com/clc/385.html" title="个性心理学（人格心理学）">个性心理学（人格心理学） ;</a></span> </li> <li class="antistop"> <span class="lefttit">关键词</span> <p style="width: 86%;vertical-align: text-top;"> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ant Colony Optimization&option=203" rel="nofollow">Ant Colony Optimization;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Local Structural Equation Modeling&option=203" rel="nofollow">Local Structural Equation Modeling;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=item sampling&option=203" rel="nofollow">item sampling;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=person sampling&option=203" rel="nofollow">person sampling;</a> <a style="color: #3E7FEB;" href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=personality development&option=203" rel="nofollow">personality development;</a> </p> <div class="translation"> 机译：蚁群优化;局部结构方程建模;项目抽样;人物抽样;人格开发; </div> </li> </ul> </div> </div> <div class="literature cardcommon"> <div class="similarity "> <h3 class="all_title" id="enpatent66">相似文献</h3> <div class="similaritytab clearfix"> <ul> <li class="active" >外文文献</li> </ul> </div> <div class="similarity_details"> <ul > <li> <div> <b>1. </b><a class="enjiyixqcontent" href="/journal-foreign-detail/0704023249551.html">Ant Colony Optimization and Local Weighted Structural Equation Modeling. A Tutorial on Novel Item and Person Sampling Procedures for Personality Research href="#per2195-note-1001"/></a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Olaru Gabriel&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Olaru Gabriel,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Schroeders Ulrich&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Schroeders Ulrich,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Hartung Johanna&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Hartung Johanna,</a> <a href="/journal-foreign-22910/" target="_blank" rel="nofollow" class="tuijian_authcolor">European journal of personality .</a> <span>2019</span> <span>,第3期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：蚁群优化与局部加权结构方程模型。关于人格研究的新项目和人物采样程序的教程<Link HRef =“＃Per2195-Note-1001”/></span> </p> </li> <li> <div> <b>2. </b><a class="enjiyixqcontent" href="/academic-journal-foreign_neurocomputing_thesis/0204110226200.html">Weighted aggregation of partial rankings using Optimization Ant Colony Optimization</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Napoles Gonzalo&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Napoles Gonzalo,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Falcon Rafael&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Falcon Rafael,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Dikopoulou Zoumpoulia&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Dikopoulou Zoumpoulia,</a> <a href="/journal-foreign-1568/" target="_blank" rel="nofollow" class="tuijian_authcolor">Neurocomputing .</a> <span>2017</span> <span>,第AUGa9期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：使用优化蚁群优化对部分排名进行加权汇总</span> </p> </li> <li> <div> <b>3. </b><a class="enjiyixqcontent" href="/academic-journal-foreign_international-journal-production-economics_thesis/0204135913.html">A fuzzy vendor managed inventory of multi-item economic order quantity model under shortage: An ant colony optimization algorithm</a> <b>[J]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Ali Roozbeh Nia&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Ali Roozbeh Nia,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Mohammad Hemmati Far&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Mohammad Hemmati Far,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Seyed Taghi Akhavan Niaki&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Seyed Taghi Akhavan Niaki </a> <a href="/journal-foreign-1022/" target="_blank" rel="nofollow" class="tuijian_authcolor">International journal of production economics .</a> <span>2014</span> <span>,第sepa期</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：短缺情况下的模糊供应商管理的多项目经济订单数量模型库存：蚁群算法</span> </p> </li> <li> <div> <b>4. </b><a class="enjiyixqcontent" href="/academic-conference-foreign_2012-annual-meeting-north-american-fuzzy-information-processing_thesis/020512064711.html">Fuzzy Cognitive Maps development using Ant Colony Optimization with local search procedure</a> <b>[C]</b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Chen Ye&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Chen Ye,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Mazlack Lawrence J.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Mazlack Lawrence J.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Lu Long J.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Lu Long J. </a> <a href="/conference-foreign-31442/" target="_blank" rel="nofollow" class="tuijian_authcolor">2012 Annual Meeting of the North American Fuzzy Information Processing Society .</a> <span>2012</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：蚁群优化与局部搜索程序相结合的模糊认知图开发</span> </p> </li> <li> <div> <b>5. </b><a class="enjiyixqcontent" href="/academic-journal-foreign-pmc_detail_thesis/040002602036.html">A Novel Method of Failure Sample Selection for Electrical Systems Using Ant Colony Optimization</a> <b>[O] </b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Jian Xiong&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Jian Xiong,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Shulin Tian&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Shulin Tian,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Chenglin Yang&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Chenglin Yang,</a> <span>2016</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：基于蚁群算法的电气系统故障样本选择新方法</span> </p> </li> <li> <div> <b>6. </b><a class="enjiyixqcontent" href="/open-access_resources_thesis/0100022761164.html">Ant colony optimization for image regularization based on a non-stationary Markov modeling.</a> <b>[O] </b> . <span> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Le Hégarat-Mascle S.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Le Hégarat-Mascle S.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Kallel A.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Kallel A.,</a> <a href="/search.html?doctypes=4_5_6_1-0_4-0_1_2_3_7_9&sertext=Descombes X.&option=202" target="_blank" rel="nofollow" class="tuijian_auth tuijian_authcolor">Descombes X. </a> <span>2007</span> </span> </div> <p class="zwjiyix translation" style="max-width: initial;height: auto;word-break: break-all;white-space: initial;text-overflow: initial;overflow: initial;"> <span>机译：基于非平稳马尔可夫模型的图像正则化蚁群优化算法。</span> </p> </li> </ul> </div> </div> </div> <div class="theme cardcommon" style="overflow: auto;display:none"> <h3 class="all_title" id="enpatent55">相关主题</h3> <ul id="subject"> </ul> </div> </div> </div> </div> <div class="right rightcon"> <div class="details_img cardcommon clearfix" style="margin-bottom: 10px;display:none;" > </div> </div> </div> <div id="thesis_get_original1" class="downloadBth" style="bottom: 19px;z-index: 999;" onclick="ywcd('0704023249551','4',7,2,1,'',this,24)" class="delivery" prompt="010401" title="通过人工服务将文献原文发送至邮箱" >获取原文</div> <div class="journalsub-pop-up" style="display: none"> <div class="journal-sub"> <h2>期刊订阅</h2> <img src="https://cdn.zhangqiaokeyan.com/img/loginclose.png" alt="关闭" onclick="$('.journalsub-pop-up').hide()"> <p class="pardon">抱歉，该期刊暂不可订阅，敬请期待！</p> <p class="current">目前支持订阅全部北京大学中文核心（2020）期刊目录。</p> <div style="display: flex;margin-top: 69px;justify-content: space-between;"> <div class="no-sub" onclick="$('.journalsub-pop-up').hide()">暂不订阅</div> <div class="other-sub" onclick="continueSub('from=pc-detail')">继续订阅其他期刊</div> </div> </div> </div> <div class="right_btn"> <ul> <li class="gouwuche">  </li> <li class="yijian"> <a href="javascript:void(0);" onclick="link_analysis('/mycenter/auth/complaint.html',this)" title="意见反馈">意见反馈</a> </li> <li class="top"> <a href="javascript:scrollTo(0,0);" title="回到顶部">回到顶部</a> </li> <li class="shouye"> <a href="/" title="首页">回到首页</a> </li> </ul> </div> <div class="xllindexfooter"> <div class="xllindexfootercenter"> <div class="xllindexfooterleft left" > <div class="xllindexfooterleftli"> <ul> <li><a href="/about.html" title="关于掌桥">关于掌桥</a></li> <li><a href="/help/helpmap.html" title="资源导航">资源导航</a></li> <li><a href="/help/helpguide.html" title="新手指南">新手指南</a></li> <li><a href="/help/helpcenter.html" title="常见问题">常见问题</a></li> <li><a href="/sitemap.html" title="网站地图">网站地图</a></li> <li><a href="/help/helpcenter.html?type=9" title="版权声明">版权声明</a></li> </ul> </div> <div class="xllindexfooterleft"> <p class="xllindexfooterlefteamil">客服邮箱：kefu@zhangqiaokeyan.com</p> <div class="xllindexfooterlefttcp"> <div class="xllindexfooterpoliceiimg"></div> <div class="xllindexfooterpoliceispan"> <span>京公网安备：11010802029741号 </span> <span>ICP备案号：<a href="https://beian.miit.gov.cn" rel="nofollow" target="_blank" title="ICP备案号">京ICP备15016152号-6</a></span> <span>六维联合信息科技 (北京) 有限公司©版权所有</span> </div> </div> </div> </div> <div class="xllindexfooterright left"> <ul> <li> <p style="font-weight: bold;">客服微信</p> <div></div> </li> <li> <p style="font-weight: bold;">服务号</p> <div></div> </li> </ul> </div> </div> </div> <span id="0704023249551down" data-source="7," data-out-id="hRhpU3sK3LD+GvemRkrpYG13LgI4hEfSuBIXuZihNb/qOvPySKr8jCStiPtqbxMv," data-f-source-id="7" data-title="Ant Colony Optimization and Local Weighted Structural Equation Modeling. A Tutorial on Novel Item and Person Sampling Procedures for Personality Research href='#per2195-note-1001'/>" data-price="20" data-site-name="" data-transnum="24" style="display:none;"></span> <input type="hidden" value="4" id="sourcetype"> <input type="hidden" value="22910" id="journalid"> <input type="hidden" value="1" id="inyn_provide_service_level"> <input type="hidden" value="https://cdn.zhangqiaokeyan.com" id="imgcdn"> <input type="hidden" value="1" id="isdeatail"> <input type="hidden" value="" id="syyn_indexed_database"> <input type="hidden" value="" id="servicetype"> <input type="hidden" id="pagename" value="Ant Colony Optimization and Local Weighted Structural Equation Modeling. A Tutorial on Novel Item and Person Sampling Procedures for Personality Research href='#per2195-note-1001'/>"/> <input type="hidden" value="thesis_get_original" id="pageIdentification"> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/jquery-1.12.4.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/lwlh_ajax.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/zq.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/common.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/jquery.cookie.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/top.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/tip.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/login.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/down.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/search.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/newmail.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/searchtype.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/user/regist.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/zxs_solor/detail.js?v=5.7.9"></script> <script type="text/javascript" src="https://www.zhangqiaokeyan.com/statistics/static/pagecollection.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/tj.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/sse.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/pushbaidu.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/common/history.js"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/util/cookie.js?v=5.7.9"></script> <script type="text/javascript" src="https://cdn.zhangqiaokeyan.com/js/weipu/weipu.js?v=5.7.9"></script> </body> <script> function kefu(customization) { var from = GetQueryString("from"); if (from == null || from == "") { from = "other"; } var url = getWxWorkQrCode(55, from, customization); if (url == "" || typeof url == 'undefined') { url = "https://wework.qpic.cn/wwpic/994838_0LUTS-VqR0quT1N_1675665967/0"; } tipDocGuidance(url, '人工辅助获取外文期刊材料'); } $(function () { var weiPuStatus = getCookie('WeiPuStatus'); if (weiPuStatus) { tipWeiPuStatus(weiPuStatus); delCookie('WeiPuStatus'); } getFacetKeywordVoInId(); var sourcetype = $("#sourcetype").val(); var inyn_provide_service_level = $("#inyn_provide_service_level").val(); if ((sourcetype == 1 || sourcetype == 4) && inyn_provide_service_level != 4) { getJournal(); } }) </script> </html>