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701 lines
29 KiB
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ISYE-4140: Statistical Analysis
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<meta property="og:title" content="ISYE-4140: Statistical Analysis">
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<meta property="og:description" content="Review of simple and multiple regression, selection procedures, regression diagnostics, residual analysis, stepwise regression, analysis of variance, design of experiments including factorial experiments, analysis of ordinal data and nonparametric inference, basic time series models. Extensive use of statistical software. Emphasis on statistical applications to industrial engineering.">
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</div>
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<div id="cd-flex">
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<div id="course-info-container">
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<h1 id="name">
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Statistical Analysis
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</h1>
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<h2 id="code">
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ISYE-4140
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</h2>
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<p>
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Review of simple and multiple regression, selection procedures, regression diagnostics, residual analysis, stepwise regression, analysis of variance, design of experiments including factorial experiments, analysis of ordinal data and nonparametric inference, basic time series models. Extensive use of statistical software. Emphasis on statistical applications to industrial engineering.
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</p>
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<div id="cattrs-container">
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<span id="credits-pill" class="attr-pill">
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4 credits
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</span>
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</div>
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<div id="prereq-container" class="rel-info-container">
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<div id="prereq-title" class="rel-info-title">
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Prereqs:
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</div>
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<div id="prereq-classes" class="rel-info-courses">
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<div class="pr-or-con">
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<div class="pr-or-title">
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one of:
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</div>
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<div class="pr-or">
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<a class="course-pill" href="ENGR-2600">ENGR-2600 Modeling & Analysis Uncertaint</a>
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<a class="course-pill" href="MATP-4600">MATP-4600 Prob Theory & Applicatio</a>
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</div>
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</div>
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</div>
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</div>
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</div>
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<h1 id="past-title">
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Past Term Data
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</h2>
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<div id="yes-code" class="key-code">
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<span class="code-icon" id="yes-code-icon">
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<svg><use href="../icons.svg#circle-check"></use></svg>
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Offered
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<span class="code-icon" id="no-code-icon">
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<svg><use href="../icons.svg#circle-no"></use></svg>
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Not Offered
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<div id="diff-code" class="key-code">
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<span class="code-icon" id="diff-code-icon">
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<svg><use href="../icons.svg#circle-question"></use></svg>
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</span>
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Offered as Cross-Listing Only
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</div>
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<div id="nil-code" class="key-code">
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<span class="code-icon" id="nil-code-icon">
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<svg><use href="../icons.svg#circle-empty"></use></svg>
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</span>
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No Term Data
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</div>
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</div>
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<div id="control-panel">
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<label for="simple-view-input" id="simple-view-label" class="view-option-label">
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<span class="view-icon" id="simple-view-icon">
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<span class="view-icon-selected"><svg><use href="../icons.svg#circle-dot"></use></svg></span>
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<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
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Simple View
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</label>
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<label for="detail-view-input" id="detail-view-label" class="view-option-label">
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<span class="view-icon-unselected"><svg><use href="../icons.svg#circle-empty"></use></svg></span>
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</span>
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Detailed View
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</label>
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</div>
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</div>
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<table id="years-table">
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<thead>
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<tr>
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<th></th>
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<th class="spring season-label">Spring</th>
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<th class="summer season-label" colspan="2">Summer</th>
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<th class="fall season-label">Fall</th>
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</tr>
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<tr>
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<th colspan="2"></th>
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<th class="summer2 midsum-label">(Session 1)</th>
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<th class="summer3 midsum-label">(Session 2)</th>
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<th></th>
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</tr>
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</thead>
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<tbody>
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<tr>
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<th class="year">2024</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202401&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Yinan Wang</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 47/60
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 5/20
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</span>
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</div>
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2023</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202301&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 35/40
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202305&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 3/20
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</span>
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</div>
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2022</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202201&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 27/40
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202205&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 10/50
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</span>
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</div>
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</td>
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<td class="term fall not-offered">
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</td>
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</tr>
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<tr>
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<th class="year">2021</th>
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<td class="term spring not-offered">
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</td>
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<td colspan="2" class="term summer offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202105&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 9/15
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</span>
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</div>
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202109&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 28/30
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2020</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202001&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>William Alan Wallace</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 23/40
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</span>
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</div>
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</td>
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<td colspan="2" class="term summer offered">
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<div class="view-container detail-view-container">
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|
<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202005&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 28/50
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</span>
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</div>
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202009&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Rostyslav Korolov</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 31/50
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</span>
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</div>
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</td>
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</tr>
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<tr>
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<th class="year">2019</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201901&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Stanley M. Dunn</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 14/50
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</span>
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</div>
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</td>
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<td class="term summer2 not-offered">
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</td>
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<td class="term summer3 offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201905&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Mohamed H. Aboul-Seoud</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 30/50
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</span>
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</div>
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</td>
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<td class="term fall offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201909&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
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<ul class="prof-list">
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<li>Joana Maria Rosado Dasilva Coelho</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 31/50
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</span>
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</div>
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</td>
|
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</tr>
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<tr>
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<th class="year">2018</th>
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<td class="term spring offered">
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<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201801&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
|
|
<ul class="prof-list">
|
|
<li>Joana Maria Rosado Dasilva Coelho</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 17/50
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</span>
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</div>
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</td>
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<td class="term summer2 not-offered">
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</td>
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<td class="term summer3 offered">
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|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201805&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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|
</span>
|
|
<ul class="prof-list">
|
|
<li>Mohamed H. Aboul-Seoud</li>
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</ul>
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<span class="course-capacity">
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|
Seats Taken: 2/15
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|
</span>
|
|
</div>
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201809&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Stanley M. Dunn</li>
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|
</ul>
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|
<span class="course-capacity">
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|
Seats Taken: 36/50
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|
</span>
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|
</div>
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</td>
|
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</tr>
|
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<tr>
|
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<th class="year">2017</th>
|
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<td class="term spring offered">
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<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201701&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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|
</span>
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<ul class="prof-list">
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<li>Wai Kin Chan</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 14/50
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</span>
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</div>
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</td>
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<td class="term summer2 not-offered">
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</td>
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<td class="term summer3 offered">
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<div class="view-container detail-view-container">
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<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201705&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
|
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<ul class="prof-list">
|
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<li>Mohamed H. Aboul-Seoud</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 4/15
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</span>
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</div>
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</td>
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<td class="term fall offered">
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|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
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|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201709&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
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</span>
|
|
<ul class="prof-list">
|
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<li>Mohamed H. Aboul-Seoud</li>
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</ul>
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<span class="course-capacity">
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Seats Taken: 25/50
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</span>
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</div>
|
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</td>
|
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</tr>
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<tr>
|
|
<th class="year">2016</th>
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|
<td class="term spring offered">
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|
<div class="view-container detail-view-container">
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|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201601&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Wai Kin Chan</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 22/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Charles Malmborg</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 40/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2015</th>
|
|
<td class="term spring offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201501&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Wei Xie</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 23/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201509&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Wei Xie</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 45/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2014</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201409&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Wei Xie</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 47/50
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2013</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Cindy Hui</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 57/70
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2012</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Thomas R Willemain</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 51/70
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2011</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201109&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Thomas R Willemain</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 51/70
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2010</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall offered">
|
|
<div class="view-container detail-view-container">
|
|
<span class="term-course-info">
|
|
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201009&subj_in=ISYE&crse_in=4140&schd_in=">Statistical Analysis (4c)</a>
|
|
</span>
|
|
<ul class="prof-list">
|
|
<li>Thomas R Willemain</li>
|
|
</ul>
|
|
<span class="course-capacity">
|
|
Seats Taken: 49/70
|
|
</span>
|
|
</div>
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2009</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2008</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2007</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2006</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2005</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2004</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2003</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2002</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2001</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">2000</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1999</th>
|
|
<td class="term spring not-offered">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
<tr>
|
|
<th class="year">1998</th>
|
|
<td class="term spring unscheduled">
|
|
</td>
|
|
<td colspan="2" class="term summer not-offered">
|
|
</td>
|
|
<td class="term fall not-offered">
|
|
</td>
|
|
</tr>
|
|
</tbody>
|
|
</table>
|
|
</div>
|
|
</div>
|
|
</body>
|
|
</html>
|