Homework 4 Compare the decrease in luminous flux 30 seconds after switching on when the ambient temperature decreases fr
Posted: Mon May 09, 2022 12:17 pm
solve the solution using the data set and R studio step by step
run in R studio
Homework 4 Compare the decrease in luminous flux 30 seconds after switching on when the ambient temperature decreases from 22 °C to 5 °C for fluorescent lamps of all of the manufacturers. a) Using the Shapiro-Wilk normality test at a significance level of 5%, decide if the data can be assumed to follow the normal distribution. b) Compute 95% confidence intervals of the mean value/median (with respect to the quality of data). Use the same method for all of the manufacturers. c) At a significance level of 5% decide if the variances of the luminous flux decrease among all of the manufacturers can be assumed to be the same, ie if the data is homoskedastic. d) among some At the 5% significance level, decide if the difference in luminous flux decrease (mean values/medians) all of the manufacturers is statistically significant. If so, find out whether groups of manufacturers can be marked (in terms of the luminous flux decrease) as homogeneous, ie determine the order of manufacturers according to mean values (or medians) of luminous flux decrease. Keep in mind the requirements of the tests.
A B с D E F G H 1 J к L M N 815.6 849.4 0 1 2 3 4 5 819.5 829.7 786.7 853.6 836.9 837 818.5 836.1 825.9 778.2 831.4 828.2 792 772.2 821.8 824.2 837.7 834.9 851.7 812 837.7 777.5 829.6 795 844.6 847.3 775.9 828 789.3 755.2 808.6 809.1 824.1 759.1 778.7 781.5 751.4 817.9 815 802.8 737.5 767.5 821.7 772.8 792.6 752.5 788 796 770.2 762.7 898.3 746.7 796.5 783.5 766.4 807.8 922 792.6 839.2 799.7 771.1 811.2 795.8 799.7 803.7 786.2 754.4 796.1 828.8 743.5 843.4 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 774.2 848.3 809.7 815.2 740.2 741.2 805.4 828.7 758.4 822.8 847.5 818.4 777.3 757.8 795.4 695.2 781.4 802.3 807.5 770.5 798.7 758.5 758.4 817 769.6 805.5 775.9 784.7 745 838.3 749.4 823.9 799.6 823.4 748 776.8 800.3 802.9 818.5 786.5 660.6 776.9 774.3 795.1 832.6 741 748.1 780.6 831.2 821.4 768 752.4 820 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 784.8 823.6 794 749.6 812.6 807.4 821.7 762.6 774.5 782.2 767.1 825 812.3 802.1 749.5 767.7 823.9 776.8 795.3 748.7 793.7 796.4 761.1 765.7 892.5 750.8 793.1 776.2 756.1 807.9 824.8 793 828.1 797.1 771.3 813.2 791.2 798.7 805.6 786.3 752.6 803.1 824 749 764.6 821.2 784.1 817.5 807.8 798.5 788.1 748.8 781.5 773.2 783 794.4 784.6 807.1 783 748 767.3 787.8 818.9 824 787.6 753.7 747.1 783.3 785.3 812.3 809 784.1 742.5 741.4 810.2 828.9 756.9 825.5 842.2 822.6 777 757.1 797.4 692.7 779.6 801.3 804.7 772.8 795.1 761.5 759.8 817.7 769.3 808.1 780.1 781 742.1 832.7 751.4 826 798.8 829.6 746 774.5 800.4 805.2 811.4 786.5 767.5 776.6 772 790.9 834.8 746 749.7 783.9 837.3 819 773.5 752.3 820.9 744.4 826.9 805.6 747.7 823.7 748.1 753.3 842.4 815.1 780.4 781.1 755.2 814 800.8 766.7 824.5 834.4 776.9 744.2 828.4 777.2 819.6 776.4 826.3 808 803.3 811.5 803 758.1 818.6 747.5 771 760.2 750.8 771.7 794.6 791.4 751.5 778.9 789.8 788.8 813.5 785.8 804.8 758.1 780.6 769.7 790.6 752.9 764.8 754.5 819.1 775 819.7 804.5 776.7 750.5 779.1 759.1 748.2 750.4 797.3 766.8 763.2 824.9 793.9 814 821.8 818.3 788.2 812.9 748.9 809.1 798.5 865.9 748.2 748.9 787.4 791 819.3 758 852.5 814.3 829.6 783.6 860.6 832.8 923.2 817.1 835.3 817.2 777.6 833.6 827.1 795.4 789.1 819.2 830.7 833.1 831.8 843.2 806.9 835.9 776.9 828.3 792 841.6 851 840.5 768.9 849.4 808 790.2 851.8 794.5 814.3 817.8 772.9 793.8 776.3 807.2 797.4 788.6 773.2 839.9 814 786.4 847.3 795.8 839.9 833.6 692.5 790.6 834.3 788.4 806.5 771 816.6 766.4 791.7 805 817.7 792.8 792 816.1 805.7 811.1 799.6 809.5 821.3 819.2 790.9 854.7 808 782.2 823.1 782.8 823 809.2 8022 810.9 804.8 756.1 820.1 647.9 775.8 756.4 760.9 781.7 795.5 791.4 751.7 776.3 779.3 788.8 814.2 776.7 804.7 761.7 784 769.6 791.1 759.4 772.7 744.5 814.6 767 811.5 797.5 770.5 747.7 778.1 760 733.9 755.3 794.7 758.2 757.1 828.4 791.2 807.6 817.5 818.8 793.1 815.1 750 808.1 790.2 871.8 742.9 756.4 780.7 792.4 820.6 755.1 845.5 791.4 809 820 773 794.6 786.9 808.2 800 795.4 778.5 752.5 740 820.8 788.1 814 812.7 789.1 796.4 752.7 779.6 768.1 780.9 800.7 774.1 805.2 783 739.4 770.4 793.1 816.6 825.2 796.7 742.8 820.5 752.7 755 842.1 818.8 786.7 775.5 751.6 812.4 798.7 765.3 823.2 841.7 768.5 743.1 829.5 837.1 805.9 784.3 844.7 802.5 842.4 833.7 690 788.5 824.7 789.9 802.5 773.7 812.2 774.4 794.6 809.6 818.7 787.1 795.1 813.3 809.4 812.8 802.2 814.7 827.1 817.4 792.5 855.4 810 826.9 783.9 749.5 739.8 780.8 785.6 807.9 804
run in R studio
Homework 4 Compare the decrease in luminous flux 30 seconds after switching on when the ambient temperature decreases from 22 °C to 5 °C for fluorescent lamps of all of the manufacturers. a) Using the Shapiro-Wilk normality test at a significance level of 5%, decide if the data can be assumed to follow the normal distribution. b) Compute 95% confidence intervals of the mean value/median (with respect to the quality of data). Use the same method for all of the manufacturers. c) At a significance level of 5% decide if the variances of the luminous flux decrease among all of the manufacturers can be assumed to be the same, ie if the data is homoskedastic. d) among some At the 5% significance level, decide if the difference in luminous flux decrease (mean values/medians) all of the manufacturers is statistically significant. If so, find out whether groups of manufacturers can be marked (in terms of the luminous flux decrease) as homogeneous, ie determine the order of manufacturers according to mean values (or medians) of luminous flux decrease. Keep in mind the requirements of the tests.
A B с D E F G H 1 J к L M N 815.6 849.4 0 1 2 3 4 5 819.5 829.7 786.7 853.6 836.9 837 818.5 836.1 825.9 778.2 831.4 828.2 792 772.2 821.8 824.2 837.7 834.9 851.7 812 837.7 777.5 829.6 795 844.6 847.3 775.9 828 789.3 755.2 808.6 809.1 824.1 759.1 778.7 781.5 751.4 817.9 815 802.8 737.5 767.5 821.7 772.8 792.6 752.5 788 796 770.2 762.7 898.3 746.7 796.5 783.5 766.4 807.8 922 792.6 839.2 799.7 771.1 811.2 795.8 799.7 803.7 786.2 754.4 796.1 828.8 743.5 843.4 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 774.2 848.3 809.7 815.2 740.2 741.2 805.4 828.7 758.4 822.8 847.5 818.4 777.3 757.8 795.4 695.2 781.4 802.3 807.5 770.5 798.7 758.5 758.4 817 769.6 805.5 775.9 784.7 745 838.3 749.4 823.9 799.6 823.4 748 776.8 800.3 802.9 818.5 786.5 660.6 776.9 774.3 795.1 832.6 741 748.1 780.6 831.2 821.4 768 752.4 820 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 784.8 823.6 794 749.6 812.6 807.4 821.7 762.6 774.5 782.2 767.1 825 812.3 802.1 749.5 767.7 823.9 776.8 795.3 748.7 793.7 796.4 761.1 765.7 892.5 750.8 793.1 776.2 756.1 807.9 824.8 793 828.1 797.1 771.3 813.2 791.2 798.7 805.6 786.3 752.6 803.1 824 749 764.6 821.2 784.1 817.5 807.8 798.5 788.1 748.8 781.5 773.2 783 794.4 784.6 807.1 783 748 767.3 787.8 818.9 824 787.6 753.7 747.1 783.3 785.3 812.3 809 784.1 742.5 741.4 810.2 828.9 756.9 825.5 842.2 822.6 777 757.1 797.4 692.7 779.6 801.3 804.7 772.8 795.1 761.5 759.8 817.7 769.3 808.1 780.1 781 742.1 832.7 751.4 826 798.8 829.6 746 774.5 800.4 805.2 811.4 786.5 767.5 776.6 772 790.9 834.8 746 749.7 783.9 837.3 819 773.5 752.3 820.9 744.4 826.9 805.6 747.7 823.7 748.1 753.3 842.4 815.1 780.4 781.1 755.2 814 800.8 766.7 824.5 834.4 776.9 744.2 828.4 777.2 819.6 776.4 826.3 808 803.3 811.5 803 758.1 818.6 747.5 771 760.2 750.8 771.7 794.6 791.4 751.5 778.9 789.8 788.8 813.5 785.8 804.8 758.1 780.6 769.7 790.6 752.9 764.8 754.5 819.1 775 819.7 804.5 776.7 750.5 779.1 759.1 748.2 750.4 797.3 766.8 763.2 824.9 793.9 814 821.8 818.3 788.2 812.9 748.9 809.1 798.5 865.9 748.2 748.9 787.4 791 819.3 758 852.5 814.3 829.6 783.6 860.6 832.8 923.2 817.1 835.3 817.2 777.6 833.6 827.1 795.4 789.1 819.2 830.7 833.1 831.8 843.2 806.9 835.9 776.9 828.3 792 841.6 851 840.5 768.9 849.4 808 790.2 851.8 794.5 814.3 817.8 772.9 793.8 776.3 807.2 797.4 788.6 773.2 839.9 814 786.4 847.3 795.8 839.9 833.6 692.5 790.6 834.3 788.4 806.5 771 816.6 766.4 791.7 805 817.7 792.8 792 816.1 805.7 811.1 799.6 809.5 821.3 819.2 790.9 854.7 808 782.2 823.1 782.8 823 809.2 8022 810.9 804.8 756.1 820.1 647.9 775.8 756.4 760.9 781.7 795.5 791.4 751.7 776.3 779.3 788.8 814.2 776.7 804.7 761.7 784 769.6 791.1 759.4 772.7 744.5 814.6 767 811.5 797.5 770.5 747.7 778.1 760 733.9 755.3 794.7 758.2 757.1 828.4 791.2 807.6 817.5 818.8 793.1 815.1 750 808.1 790.2 871.8 742.9 756.4 780.7 792.4 820.6 755.1 845.5 791.4 809 820 773 794.6 786.9 808.2 800 795.4 778.5 752.5 740 820.8 788.1 814 812.7 789.1 796.4 752.7 779.6 768.1 780.9 800.7 774.1 805.2 783 739.4 770.4 793.1 816.6 825.2 796.7 742.8 820.5 752.7 755 842.1 818.8 786.7 775.5 751.6 812.4 798.7 765.3 823.2 841.7 768.5 743.1 829.5 837.1 805.9 784.3 844.7 802.5 842.4 833.7 690 788.5 824.7 789.9 802.5 773.7 812.2 774.4 794.6 809.6 818.7 787.1 795.1 813.3 809.4 812.8 802.2 814.7 827.1 817.4 792.5 855.4 810 826.9 783.9 749.5 739.8 780.8 785.6 807.9 804