Tabel Nilai-Nilai Kritis Sebaran t – berekor satu

Slides:



Advertisements
Presentasi serupa
BAB - 4 UJI HIPOTESIS.
Advertisements

Pengujian Hipotesis (Satu Sampel)
Uji Hipotesis Dua Populasi
Pengujian Hipotesis.
DOSEN : LIES ROSARIA., ST., MSI
STATISTIKA INFERENSI : UJI HIPOTESIS (SAMPLE TUNGGAL)
Uji Hipotesa.
BAB 2 (sambungan) DESAIN BLOK LENGKAP ACAK
Sesi 9. Pengantar Dalam penelitian komparasional yang melakukan pembandingan antar dua variabel, yaitu apakah memang secara signifikan dua variabel yang.
Aplikasi Program Analisis Data (SPSS)
Post Hoc Comparisons p Post Hoc Comparisons dimaksudkan untuk : 1.Memaksimalkan informasi yang dapat diperoleh, dengan menjaga kesesatan yang.
ANOVA (Analysis of Variance)
KORELASI & REGRESI.
ANALISIS EKSPLORASI DATA
pernyataan mengenai sesuatu yang harus diuji kebenarannya
Bab 4 Pengujian Hipotesis Tentang Rata2
MULTIPLE REGRESSION ANALYSIS THE THREE VARIABLE MODEL: NOTATION AND ASSUMPTION 08/06/2015Ika Barokah S.
Sebaran Peluang Kontinu (II) Pertemuan 8 Matakuliah: I0014 / Biostatistika Tahun: 2008.
STATISTIK INDUSTRI 1 MATERI KE-13 PEMBANDINGAN BERGANDA
Basic Business Statistics, 10e © 2006 Prentice-Hall, Inc.. Chap 11-1 Chapter 11 Analysis of Variance Basic Business Statistics 10 th Edition.
MULTIPLE COMPARISON TEST (UJI LANJUT, POSTHOC TEST ) MULTIPLE COMPARISON TEST (UJI LANJUT, POSTHOC TEST ) Dr. Nugraha E. Suyatma, STP, DEA Dr. Ir. Budi.
Pengertian dan Penggunaan
PEMILIHAN UJI STATISTIK
ANOVA (Analysis of Variance)
Statistik TP A Pengujian Hipotesis Satu Populasi (Mean dan Proporsi)
Pengujian Hipotesis mengenai Rataan Populasi
UJI VALIDITAS DAN UJI RELIABILITAS
Rancangan Percobaan (II) Pertemuan 26
Matakuliah : I0014 / Biostatistika Tahun : 2005 Versi : V1 / R1
PERBANDINGAN ANTAR NILAI RERATA PERLAKUAN
STATISTIKA INFERENSI : UJI HIPOTESIS (SAMPEL TUNGGAL)
Matakuliah : I0014 / Biostatistika Tahun : 2005 Versi : V1 / R1
UJI DMRT Oleh: Afita Ismawati ( / Kelas F)
UJI LANJUT PEMBANDINGAN BERGANDA
RANCANGAN ACAK LENGKAP (FULLY RANDOMIZED DESIGN, COMPLETELY RANDOMIZED DESIGN) Untuk percobaan yang mempunyai media atau tempat percobaan yang seragam.
Analisis ragam atau analysis of variance
Aplikasi Komputer & Pengolahan Data PENGUJIAN RATA-RATA SATU SAMPEL
Pengertian Statistika Pengertian dan Penggunaan
Resista Vikaliana, S.Si.MM
Aritmatika digital.
STATISTIK Pertemuan 6: Interval Konfidensi Dosen Pengampu MK:
t(ea) for Two Tests Between the Means of Different Groups
T(ea) for Two Again Tests Between the Means of Related Groups
Dalam uji hipotesis, dibandingkan 2 parameter dari 2 populasi:
T-test independen untuk varian tidak sama (assumed unequal variance)
PENGUJIAN RATAAN PERLAKUAN
UJI PERBANDINGAN BERGANDA
T-test independen untuk varian tidak sama
STATISTIK Pertemuan 6: Teori Estimasi (Interval Konfidensi)
ANOVA (Analysis of Variance)
PENGUJIAN RATAAN PERLAKUAN
ANALISIS COMPARE MEANS
Nilai UTS.
Perbandingan Berganda
Makta Kuliah Bimbingan Penulisan Skripsi 2
Pengujian Hipotesis mengenai Rataan Populasi
RANCANGAN ACAK LENGKAP (FULLY RANDOMIZED DESIGN, COMPLETELY RANDOMIZED DESIGN) Untuk percobaan yang mempunyai media atau tempat percobaan yang seragam.
UJI BEDA RATAAN.
UJI BEDA RATAAN.
DASAR-DASAR UJI HIPOTESIS
Misalkan kuesioner adalah sasaran tembak seperti pada gambar berikut ini. Anggap bahwa pusat sasaran tembak itu adalah target dari apa yang kita ukur.
ANOVA (Analysis of Variance)
KULIAH KE 9 Elementary Statistics Eleventh Edition
ANOVA SATU ARAH (Oneway Anova).
Uji Perbandingan Berganda Kuswanto, Uji perbandingan berganda Untuk membandingkan rerata antar perlakuan Untuk membandingkan rerata antar perlakuan.
MEMBEDAKAN LEBIH DARI 2 PERLAKUAN
MEMBEDAKAN LEBIH DARI 2 PERLAKUAN
Rancangan Acak Kelompok
MEMBEDAKAN LEBIH DARI 2 PERLAKUAN
Transcript presentasi:

Tabel Nilai-Nilai Kritis Sebaran t – berekor satu v  0.10 0.05 0.025 0.01 0.005 0.0005 1 3.078 6.314 12.706 31.821 63.657 636.619 2 1.886 2.920 4.303 6.965 9.925 31.598 3 1.638 2.353 3.182 4.541 5.841 12.941 4 1.533 2.132 2.776 3.747 4.604 8.610 5 1.476 2.015 2.571 3.365 4.032 6.859 6 1.440 1.943 2.447 3.143 3.707 5.959 7 1.415 1.895 2.365 2.998 3.499 5.405 8 1.397 1.860 2.306 2.896 3.355 5.041 9 1.383 1.833 2.262 2.821 3.250 4.781 10 1.372 1.812 2.228 2.764 3.169 4.587 11 1.363 1.796 2.201 2.718 3.106 4.437 12 1.356 1.782 2.179 2.681 3.055 4.318 13 1.350 1.771 2.160 2.650 3.012 4.221 14 1.345 1.761 2.145 2.624 2.977 4.140 15 1.341 1.753 2.131 2.602 2.947 4.073 16 1.337 1.746 2.120 2.583 2.921 4.015 17 1.333 1.740 2.110 2.567 2.898 3.965 18 1.330 1.734 2.101 2.552 2.878 3.922 19 1.328 1.729 2.093 2.539 2.861 3.883 20 1.325 1.725 2.086 2.528 2.845 3.850

Tabel Nilai Kritis Sebaran F0 Tabel Nilai Kritis Sebaran F0.10 ( v1 , v2 ) v1 : db pembilang v2 : db penyebut v1 v2 1 2 3 4 5 6 7 8 9 10 12 15 20 39.86 49.5 53.59 55.83 57.24 58.20 58.91 59.44 59.86 60.19 60.71 61.22 61.74 8.53 9.00 9.16 9.24 9.29 9.33 9.35 9.37 9.38 9.39 9.41 9.42 9.44 5.54 5.46 5.39 5.34 5.31 5.28 5.27 5.25 5.24 5.23 5.22 5.20 5.18 4.54 4.32 4.19 4.11 4.05 4.01 3.98 3.95 3.94 3.92 3.90 3.87 3.84 4.06 3.78 3.62 3.52 3.45 3.40 3.37 3.34 3.32 3.30 3.27 3.24 3.21 3.46 3.29 3.18 3.11 3.05 3.01 2.98 2.96 2.94 2.90 2.87 2.84 3.59 3.26 3.07 2.88 2.83 2.78 2.75 2.72 2.70 2.67 2.63 2.59 2.92 2.81 2.73 2.62 2.56 2.54 2.50 2.46 2.42 3.36 2.69 2.61 2.55 2.51 2.47 2.44 2.38 2.34 2.30 2.52 2.41 2.35 2.32 2.28 2.24 2.20 11 3.23 2.86 2.66 2.45 2.39 2.27 2.25 2.21 2.17 2.12 2.48 2.33 2.19 2.15 2.10 2.06 13 3.14 2.76 2.43 2.23 2.16 2.14 2.05 2.01 14 3.10 2.31 1.96 2.49 2.36 2.09 2.02 1.97 1.92 16 2.18 2.13 2.03 1.99 1.94 1.89 17 3.03 2.64 2.22 2.00 1.91 1.86 18 2.29 2.08 2.04 1.98 1.93 1.84 19 2.99 2.40 2.11 1.81 2.97 1.79

Tabel Nilai Kritis Sebaran F0 Tabel Nilai Kritis Sebaran F0.05 ( v1 , v2 ) v1 : db pembilang v2 : db penyebut v1 v2 1 2 3 4 5 6 7 8 9 10 12 15 20 161.4 199.5 215.7 224.6 230.2 234.0 236.8 238.9 240.5 241.9 243.9 245.9 248.0 18.51 19.00 19.16 19.25 19.30 19.33 19.35 19.37 19.38 19.40 19.41 19.43 19.45 10.13 9.55 9.28 9.12 9.01 8.94 8.89 8.85 8.81 8.79 8.74 8.70 8.66 7.71 6.94 6.59 6.39 6.26 6.16 6.09 6.04 6.00 5.96 5.91 5.86 5.80 6.61 5.79 5.41 5.19 5.05 4.95 4.88 4.82 4.77 4.74 4.68 4.62 4.56 5.99 5.14 4.76 4.53 4.39 4.28 4.21 4.15 4.10 4.06 4.00 3.94 3.87 5.59 4.35 4.12 3.97 3.79 3.73 3.68 3.64 3.57 3.51 3.44 5.32 4.46 4.07 3.84 3.69 3.58 3.50 3.39 3.35 3.28 3.22 3.15 5.12 4.26 3.86 3.63 3.48 3.37 3.29 3.23 3.18 3.14 3.07 3.01 2.94 4.96 3.71 3.33 3.02 2.98 2.91 2.85 2.77 11 4.84 3.98 3.59 3.36 3.20 3.09 2.95 2.90 2.79 2.72 2.65 4.75 3.89 3.49 3.26 3.11 3.00 2.80 2.75 2.69 2.62 2.54 13 4.67 3.81 3.41 3.03 2.92 2.83 2.71 2.67 2.60 2.53 2.46 14 4.60 3.74 3.34 2.96 2.76 2.70 2.39 4.54 3.06 2.64 2.59 2.48 2.40 2.33 16 4.49 3.24 2.74 2.66 2.49 2.42 2.35 2.28 17 4.45 2.81 2.61 2.55 2.45 2.38 2.31 2.23 18 4.41 3.55 3.16 2.93 2.58 2.51 2.41 2.34 2.27 2.19 19 4.38 3.52 3.13 2.63 2.16 3.10 2.87 2.20 2.12

Tabel Nilai Kritis Sebaran F0 Tabel Nilai Kritis Sebaran F0.01 ( v1 , v2 ) v1 : db pembilang v2 : db penyebut v1 v2 1 2 3 4 5 6 7 8 9 10 12 15 20 4052 4999.5 5403 5625 5764 5859 5928 5982 6022 6056 6106 6157 6209 98.50 99.00 99.17 99.25 99.30 99.33 99.36 99.37 99.39 99.40 99.42 99.43 99.45 34.12 30.82 29.46 28.71 28.24 27.91 27.67 27.49 27.35 27.23 27.05 26.87 26.69 21.20 18.00 16.69 15.98 15.52 15.21 14.98 14.80 14.66 14.55 14.37 14.20 14.02 16.26 13.27 12.06 11.39 10.97 10.67 10.46 10.29 10.16 10.05 9.89 9.72 9.55 13.75 10.92 9.78 9.15 8.75 8.47 8.26 8.10 7.98 7.87 7.72 7.56 7.40 12.25 8.45 7.85 7.46 7.19 6.99 6.84 6.72 6.62 6.47 6.31 6.16 11.26 8.65 7.59 7.01 6.63 6.37 6.18 6.03 5.91 5.81 5.67 5.52 5.36 10.56 8.02 6.42 6.06 5.80 5.61 5.47 5.35 5.26 5.11 4.96 4.81 10.04 6.55 5.99 5.64 5.39 5.20 5.06 4.94 4.85 4.71 4.56 4.41 11 9.65 7.21 6.22 5.32 5.07 4.89 4.74 4.63 4.54 4.40 4.25 4.10 9.33 6.93 5.95 5.41 4.82 4.64 4.50 4.39 4.30 4.16 4.01 3.86 13 9.07 6.70 5.74 5.21 4.86 4.62 4.44 4.19 3.96 3.82 3.66 14 8.86 6.51 5.56 5.04 4.69 4.46 4.28 4.14 4.03 3.94 3.80 3.51 8.68 6.36 5.42 4.32 4.00 3.89 3.67 3.52 3.37 16 8.53 6.23 5.29 4.77 4.20 3.78 3.69 3.55 3.41 3.26 17 8.40 6.11 5.18 4.67 4.34 3.93 3.79 3.68 3.59 3.46 3.31 3.16 18 8.29 6.01 5.09 4.58 3.84 3.71 3.60 3.23 3.08 19 8.18 5.93 5.01 4.17 3.77 3.63 3.43 3.30 3.15 3.00 5.85 4.43 3.87 3.70 3.56 3.09 2.94

Table of Significant Studentized Ranges (Critical QD Values) for Duncan’s New Multiple-Range Test ( = 0.05) k dfE 2 3 4 5 6 7 8 9 10 11 12 13 14 15 6.085 4.501 4.516 3.927 4.013 4.033 3.635 3.749 3.797 3.814 3.461 3.587 3.649 3.680 3.694 3.344 3.477 3.548 3.588 3.611 3.622 3.261 3.399 3.475 3.521 3.549 3.566 3.575 3.199 3.339 3.420 3.470 3.502 3.523 3.536 3.544 3.151 3.293 3.376 3.430 3.465 3.489 3.505 3.516 3.522 3.113 3.256 3.342 3.397 3.435 3.462 3.480 3.493 3.501 3.506 3.082 3.225 3.313 3.370 3.410 3.439 3.459 3.474 3.484 3.491 3.496 3.055 3.200 3.289 3.318 3.389 3.419 3.442 3.458 3.478 3.488 3.033 3.178 3.268 3.329 3.372 3.403 3.426 3.444 3.457 3.467 3.479 3.482 3.014 3.160 3.250 3.312 3.356 3.413 3.432 3.446 3.471 3.476 16 2.998 3.144 3.235 3.298 3.343 3.402 3.422 3.437 3.449 3.473 17 2.984 3.130 3.222 3.285 3.331 3.366 3.392 3.412 3.429 3.441 3.451 3.469 18 2.971 3.118 3.210 3.274 3.321 3.383 3.405 3.421 3.445 3.454 3.460 19 2.960 3.107 3.264 3.311 3.317 3.375 3.415 3.440 3.456 20 2.950 3.097 3.190 3.255 3.303 3.368 3.391 3.409 3.424 3.436 3.453 24 2.919 3.066 3.226 3.276 3.315 3.345 3.390 3.406 30 2.888 3.035 3.131 3.290 3.322 3.349 3.371 3.418 40 2.858 3.006 3.102 3.171 3.224 3.266 3.300 3.328 3.352 3.373 60 2.829 2.976 3.073 3.143 3.198 3.241 3.277 3.307 3.333 3.355 3.374 120 2.800 2.947 3.045 3.116 3.172 3.217 3.254 3.287 3.314 3.337 3.359 3.377 3.394  2.772 2.918 3.017 3.089 3.146 3.193 3.232 3.265 3.294 3.320 3.363 3.382

Table of Significant Studentized Ranges (Critical QD Values) for Duncan’s New Multiple-Range Test ( = 0.01) k dfE 2 3 4 5 6 7 8 9 10 11 12 13 14 15 14.04 8.261 8.321 6.512 6.677 6.740 5.702 5.893 5.989 6.040 5.243 5.439 5.549 5.614 5.655 4.949 5.145 5.260 5.334 5.383 5.416 4.746 4.939 5.057 5.135 5.189 5.227 5.256 4.596 4.787 4.906 4.986 5.043 5.086 5.118 5.142 4.482 4.671 4.790 4.871 4.931 4.975 5.010 5.037 5.058 4.392 4.579 4.697 4.780 4.841 4.887 4.924 4.952 4.994 4.320 4.504 4.622 4.706 4.767 4.815 4.852 4.883 4.907 4.927 4.944 4.260 4.442 4.560 4.644 4.755 4.793 4.824 4.850 4.872 4.889 4.904 4.210 4.391 4.508 4.591 4.654 4.704 4.743 4.775 4.802 4.843 4.859 4.168 4.347 4.463 4.547 4.610 4.660 4.700 4.733 4.760 4.783 4.803 4.820 4.834 4.846 16 4.131 4.309 4.425 4.509 4.572 4.663 4.696 4.724 4.748 4.768 4.786 4.800 4.813 17 4.099 4.275 4.475 4.539 4.589 4.630 4.664 4.693 4.717 4.738 4.756 4.771 4.785 18 4.071 4.246 4.362 4.445 4.601 4.635 4.689 4.711 4.729 4.745 4.759 19 4.046 4.220 4.335 4.419 4.483 4.534 4.575 4.639 4.665 4.686 4.705 4.722 4.736 20 4.024 4.197 4.312 4.395 4.459 4.510 4.552 4.587 4.617 4.642 4.684 4.701 4.716 24 3.956 4.126 4.239 4.322 4.386 4.437 4.480 4.516 4.546 4.573 4.616 4.634 4.651 30 3.889 4.056 4.250 4.314 4.366 4.409 4.477 4.528 4.550 4.569 4.586 40 3.825 3.988 4.098 4.180 4.244 4.296 4.339 4.376 4.408 4.436 4.461 4.503 4.521 60 3.762 3.922 4.031 4.111 4.174 4.226 4.270 4.307 4.340 4.368 4.394 4.417 4.438 4.456 120 3.702 3.858 3.965 4.044 4.107 4.158 4.202 4.272 4.301 4.327 4.351 4.372  3.643 3.796 3.900 3.978 4.040 4.091 4.135 4.172 4.205 4.235 4.261 4.285

Table of Significant Studentized Ranges (Critical QD Values) for Duncan’s New Multiple-Range Test ( = 0.001) k dfE 2 3 4 5 6 7 8 9 10 11 12 13 14 15 44.69 18.28 18.45 12.18 12.52 12.67 9.714 10.05 10.24 10.35 8.427 8.743 8.932 9.055 9.139 7.648 7.943 8.127 8.252 8.342 8.409 7.130 7.407 7.584 7.708 7.799 7.869 7.924 6.762 7.024 7.195 7.316 7.478 7.535 7.582 6.487 6.738 6.902 7.021 7.111 7.182 7.240 7.287 7.327 6.275 6.516 6.676 6.791 6.880 6.950 7.008 7.056 7.097 7.132 6.106 6.340 6.494 6.607 6.695 6.765 6.822 6.870 6.911 6.947 6.978 5.970 6.195 6.346 6.457 6.543 6.612 6.670 6.718 6.759 6.795 6.826 6.854 5.856 6.075 6.223 6.332 6.416 6.485 6.542 6.590 6.631 6.667 6.699 6.727 6.752 5.760 5.974 6.119 6.225 6.309 6.377 6.433 6.481 6.522 6.558 6.619 6.644 6.666 16 5.678 5.888 6.030 6.135 6.217 6.284 6.388 6.429 6.465 6.497 6.525 6.551 6.574 17 5.608 5.813 5.953 6.056 6.138 6.204 6.260 6.307 6.648 6.384 6.444 6.470 6.493 18 5.546 5.748 5.886 5.988 6.068 6.134 6.189 6.236 6.277 6.313 6.345 6.373 6.399 6.422 19 5.492 5.691 5.826 5.927 6.007 6.072 6.127 6.174 6.214 6.250 6.281 6.310 6.336 6.359 20 5.444 5.640 5.774 5.873 5.952 6.017 6.071 6.117 6.158 6.193 6.254 6.279 6.303 24 5.297 5.484 5.612 5.708 5.784 5.846 5.899 5.945 5.984 6.020 6.051 6.079 6.105 6.129 30 5.156 5.335 5.457 5.549 5.622 5.682 5.734 5.778 5.817 5.851 5.882 5.910 5.935 5.958 40 5.022 5.191 5.308 5.396 5.466 5.524 5.574 5.617 5.654 5.688 5.718 5.745 5.770 5.793 60 4.894 5.055 5.166 5.249 5.317 5.372 5.420 5.461 5.498 5.530 5.559 5.586 5.610 5.632 120 4.771 4.924 5.029 5.109 5.173 5.226 5.271 5.311 5.346 5.377 5.405 5.431 5.454 5.476  4.654 4.798 4.898 4.974 5.034 5.085 5.128 5.199 5.229 5.256 5.280 5.303 5.324

Table for Critical Values of the Dunnett Test for Comparing Treatment Means with a Control ONE-TAILED COMPARISONS k = number of treatment means, including control dferror  2 3 4 5 6 7 8 9 10 .05 .01 2.02 3.37 2.44 3.90 2.68 4.21 2.85 4.43 2.98 4.60 3.08 4.73 3.16 4.85 3.24 4.94 3.30 5.03 1.94 3.14 2.34 3.61 2.56 3.88 2.71 4.07 2.83 2.92 4.33 3.00 3.07 4.51 3.12 4.59 1.89 2.27 3.42 2.48 3.66 2.62 3.83 2.73 3.96 2.82 2.89 4.15 2.95 4.23 3.01 4.30 1.86 2.90 2.22 3.29 2.42 3.51 2.55 3.67 2.66 3.79 2.74 2.81 2.87 4.03 4.09 1.83 2.18 3.19 2.37 3.40 2.50 3.55 2.60 3.75 2.75 3.82 3.89 2.86 3.94 1.81 2.76 2.15 3.11 3.31 2.47 3.45 3.56 2.64 3.64 2.70 3.71 3.78 11 1.80 2.72 2.13 3.06 2.31 3.25 3.38 2.53 3.48 2.67 3.63 3.69 2.77 3.74 12 1.78 2.11 2.29 2.41 3.32 2.58 3.50 2.69 3.62 13 1.77 2.65 2.09 2.97 3.15 2.39 3.27 3.44 2.61 14 1.76 2.08 2.94 2.25 3.23 2.46 2.59 3.46 15 1.75 2.07 2.91 2.24 2.36 3.20 2.51 3.36 2.57 3.47 3.52 16 2.06 2.88 2.23 3.05 3.17 2.43 3.26 3.33 3.39 17 1.74 2.05 3.03 2.33 2.49 2.54 3.41 18 1.73 2.04 2.84 2.21 2.32 3.21 19 2.03 2.20 2.99 3.10 2.40 3.18 2.52 20 1.72 2.19 2.30 3.34 24 1.71 2.01 2.17 2.28 3.22 30 1.70 1.99 2.45

Table for Critical Values of the Dunnett Test for Comparing Treatment Means with a Control TWO-TAILED COMPARISONS k = number of treatment means, including control dferror  2 3 4 5 6 7 8 9 10 .05 .01 2.57 4.03 3.03 4.63 3.29 4.98 3.48 5.22 3.62 5.41 3.73 5.56 3.82 5.69 3.90 5.80 3.97 5.89 2.45 3.71 2.86 4.21 3.10 4.51 3.26 4.71 3.39 4.87 3.49 5.00 3.57 5.10 3.64 5.20 5.28 2.36 3.50 2.75 3.95 2.97 3.12 4.39 3.24 4.53 3.33 4.64 3.41 4.74 3.47 4.82 3.53 4.89 2.31 3.36 2.67 3.77 2.88 4.00 3.02 4.17 3.13 4.29 3.22 4.40 4.48 3.35 4.56 4.62 2.26 3.25 2.61 3.63 2.81 3.85 2.95 4.01 3.05 4.12 3.14 4.22 3.20 4.30 4.37 3.32 4.43 2.23 3.17 2.76 3.74 2.89 3.88 2.99 3.99 3.07 4.08 4.16 3.19 4.28 11 2.20 3.11 2.53 3.45 2.72 3.65 2.84 3.79 2.94 3.89 3.98 3.08 4.05 4.11 12 2.18 2.50 2.68 3.58 2.90 3.81 2.98 3.04 3.96 3.09 4.02 4.07 13 2.16 3.01 2.48 2.65 3.52 2.78 2.87 3.00 3.06 3.94 14 2.14 2.46 2.63 3.59 3.69 2.91 3.76 3.83 3.93 15 2.13 2.44 3.43 2.73 3.55 2.82 3.78 16 2.12 2.92 2.42 2.59 2.71 3.51 2.80 3.60 3.67 17 2.11 2.41 2.58 2.69 3.56 2.85 18 2.10 2.40 2.56 3.44 2.83 3.66 3.75 19 2.09 2.39 3.15 2.55 3.31 2.66 3.42 3.68 2.96 3.72 20 2.38 2.54 3.40 24 2.06 2.35 2.51 2.70 3.61 30 2.04 2.32 2.47 2.77