<p>Pick out the LACs from this list of schools that provide good undergrad prep in math and math-related fields (posted earlier by interesteddad):</p>
<p>Percentage of grads getting PhDs in Engineering, Science, and Math</p>
<p>PhDs and Doctoral Degrees: ten years (1994 to 2003) from NSF database
Number of Undergraduates: ten years (1989 to 1998) from IPEDS database
Formula: Total PhDs divided by Total Grads </p>
<p>Note: Does not include colleges with less than 1000 graduates over the ten year period </p>
<p>1 34% California Institute of Technology<br>
2 24% Harvey Mudd College
3 16% Massachusetts Institute of Technology<br>
4 10% Reed College<br>
5 9% Rice University
6 8% Swarthmore College<br>
7 8% Princeton University<br>
8 7% Carleton College<br>
9 7% New Mexico Institute of Mining and Technology<br>
10 7% University of Chicago<br>
11 7% Rensselaer Polytechnic Institute<br>
12 7% Case Western Reserve University
13 6% Harvard University<br>
14 6% Carnegie Mellon University<br>
15 6% Johns Hopkins University<br>
16 6% Haverford College<br>
17 6% Grinnell College<br>
18 6% Cornell University, All Campuses<br>
19 5% Kalamazoo College<br>
20 5% Stanford University
21 5% Rose-Hulman Institute of Technology
22 5% Yale University
23 5% Cooper Union<br>
24 5% Oberlin College
25 5% Lawrence University
26 5% Bryn Mawr College<br>
27 5% Williams College<br>
28 5% Pomona College<br>
29 4% Colorado School of Mines<br>
30 4% Bowdoin College
31 4% Earlham College
32 4% Brown University<br>
33 4% University of Rochester
34 4% University of California-Berkeley<br>
35 4% Wabash College<br>
36 4% Duke University
37 4% Worcester Polytechnic Institute
38 4% Amherst College
39 4% Stevens Institute of Technology
40 4% St Olaf College
41 4% Hendrix College
42 4% Beloit College<br>
43 4% University of Missouri, Rolla<br>
44 4% University of California-San Francisco<br>
45 4% Occidental College<br>
46 4% Alfred University, Main Campus<br>
47 4% Allegheny College<br>
48 4% Whitman College
49 4% College of Wooster<br>
50 4% SUNY College of Environmental Sci & Forestry<br>
51 4% Mount Holyoke College<br>
52 4% Bates College<br>
53 4% College of William and Mary
54 4% Knox College<br>
55 3% Franklin and Marshall College<br>
56 3% Georgia Institute of Technology, Main Campus<br>
57 3% Washington University<br>
58 3% Long Island University Southampton Campus<br>
59 3% Macalester College<br>
60 3% University of California-San Diego<br>
61 3% Dartmouth College<br>
62 3% Wellesley College<br>
63 3% Trinity University<br>
64 3% Juniata College
65 3% Ripon College<br>
66 3% University of California-Davis<br>
67 3% Florida Institute of Technology
68 3% Polytechnic University<br>
69 3% Michigan Technological University<br>
70 3% Columbia University in the City of New York
71 3% Lehigh University<br>
72 3% University of Illinois at Urbana-Champaign<br>
73 3% Centre College<br>
74 3% Hampshire College<br>
75 3% University of Pennsylvania<br>
76 3% Wesleyan University
77 3% University of Michigan at Ann Arbor
78 3% Colorado College<br>
79 3% Bucknell University
80 3% Davidson College<br>
81 3% Northwestern Univ<br>
82 3% Texas Lutheran University<br>
83 3% St John’s College (both campus)
84 3% Furman University<br>
85 3% Hope College<br>
86 2% Clarkson University
87 2% University of Virginia, Main Campus
88 2% Illinois Institute of Technology<br>
89 2% Virginia Polytechnic Institute and State Univ<br>
90 2% Union College (Schenectady, NY)
91 2% University of California-Santa Cruz
92 2% Lafayette College<br>
93 2% Brandeis University
94 2% University of Dallas<br>
95 2% Rhodes College<br>
96 2% University of Notre Dame<br>
97 2% Middlebury College<br>
98 2% University of Wisconsin-Madison
99 2% Colgate University<br>
100 2% Hiram College</p>