Multiple Linear Regression (MLR) Example - 02-2 Multiple-Group Path Analysis
Multiple Linear Regression (MLR) Example - 02-2 Multiple-Group Path Analysis
Tags: Linear Regression, Path Analysis, Mediation, Mplus
2019-01-30
Abstract: This guide outlines how to fit a path model using Mplus. This example shows how to specify and estimate an indirect effect (or mediation) model for two groups (male and female). The model results can be compared to the same model fitted with lavaan (see Multiple Linear Regression Example in lavaan - 02).
Table of Contents
1 The lavaan Example
2 TITLE Command
This example is for multiple-group path analysis conducted in Mplus.
TITLE: Example 4 - Multiple Linear Regression - 02-2 Multiple-Group Path Analysis
3 DATA Command
Nothing changes with the data importation.
DATA: FILE IS "../../data/job_placement.csv";
4 VARIABLE Command
The data are imported the same way as before, but notice the change under the USEVARIABLES ARE statement. The GOUPRING IS command specifies the grouping varibale for the path model - a path model will be estimated separately for the male and female group in this example.
VARIABLE: NAMES ARE id wjcalc wjspl wratspl wratcalc waiscalc waisspl edlevel newschl suspend expelled haveld female age; USEVARIABLES ARE wjspl edlevel age; MISSING ARE all(99999); GROUPING IS female(0 = male, 1 = female);
5 ANALYSIS Command
Bootstrapped standard errors can be computed using the BOOTSTRAP command and the number of bootstrapped draws can be specified here as well.
ANALYSIS: BOOTSTRAP = 1000;
6 MODEL Command
The path model (or indirect-effect, or mediation model) being specified here has three variables: wjspl (the outcome), age (the predictor), and edlevel (the mediator). The hypothesis being tested is that the influence of age on wjspl can be explained (or partially explained) by edlevel. Under the MODEL command, three direct regressive paths are specified with the ON command. The MODEL INDIRECT command specifies an indirect regressive path from age to wjspl through edlevel.
MODEL: wjspl ON edlevel age; edlevel ON age; MODEL INDIRECT: wjspl IND edlevel age;
7 OUTPUT Command
The CINTERVAL(BOOTSTRAP) is used to request the confidence intervals based on the bootstrapped standard errors.
OUTPUT: TECH1 STANDARDIZED CINTERVAL(BOOTSTRAP);
8 Run the Model
mplus reg-02-2.inp
Mplus VERSION 8.2 (Linux) MUTHEN & MUTHEN Running input file 'reg-02-2.inp'... 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BOOTSTRAP DRAW NUMBER 572 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 573 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 574 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 575 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 576 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 577 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 578 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 579 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 580 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 581 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 582 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 583 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 584 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 585 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 586 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 587 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 588 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 589 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 590 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 591 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 592 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 593 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 594 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 595 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 596 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 597 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 598 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 599 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 600 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 601 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 602 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 603 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 604 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 605 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 606 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 607 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 608 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 609 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 610 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 611 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 612 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 613 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 614 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 615 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 616 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 617 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 618 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 619 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 620 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 621 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 622 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 623 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 624 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 625 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 626 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 627 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 628 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 629 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 630 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 631 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 632 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 633 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 634 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 635 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 636 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 637 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 638 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 639 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 640 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 641 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 642 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 643 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 644 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 645 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 646 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 647 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 648 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 649 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 650 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 651 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 652 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 653 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 654 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 655 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 656 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 657 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 658 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 659 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 660 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 661 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 662 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 663 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 664 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 665 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 666 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 667 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 668 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 669 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 670 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 671 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 672 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 673 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 674 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 675 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 676 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 677 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 678 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 679 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 680 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 681 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 682 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 683 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 684 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 685 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 686 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 687 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 688 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 689 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 690 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 691 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 692 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 693 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 694 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 695 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 696 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 697 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 698 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 699 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 700 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 701 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 702 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 703 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 704 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 705 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 706 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 707 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 708 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 709 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 710 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 711 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 712 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 713 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 714 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 715 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 716 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 717 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 718 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 719 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 720 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 721 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 722 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 723 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 724 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 725 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 726 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 727 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 728 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 729 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 730 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 731 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 732 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 733 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 734 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 735 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 736 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 737 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 738 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 739 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 740 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 741 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 742 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 743 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 744 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 745 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 746 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 747 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 748 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 749 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 750 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 751 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 752 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 753 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 754 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 755 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 756 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 757 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 758 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 759 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 760 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 761 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 762 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 763 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 764 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 765 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 766 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 767 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 768 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 769 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 770 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 771 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 772 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 773 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 774 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 775 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 776 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 777 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 778 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 779 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 780 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 781 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 782 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 783 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 784 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 785 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 786 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 787 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 788 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 789 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 790 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 791 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 792 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 793 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 794 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 795 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 796 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 797 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 798 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 799 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 800 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 801 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 802 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 803 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 804 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 805 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 806 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 807 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 808 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 809 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 810 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 811 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 812 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 813 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 814 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 815 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 816 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 817 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 818 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 819 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 820 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 821 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 822 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 823 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 824 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 825 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 826 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 827 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 828 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 829 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 830 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 831 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 832 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 833 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 834 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 835 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 836 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 837 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 838 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 839 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 840 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 841 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 842 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 843 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 844 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 845 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 846 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 847 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 848 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 849 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 850 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 851 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 852 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 853 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 854 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 855 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 856 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 857 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 858 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 859 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 860 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 861 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 862 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 863 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 864 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 865 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 866 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 867 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 868 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 869 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 870 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 871 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 872 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 873 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 874 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 875 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 876 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 877 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 878 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 879 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 880 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 881 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 882 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 883 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 884 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 885 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 886 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 887 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 888 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 889 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 890 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 891 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 892 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 893 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 894 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 895 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 896 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 897 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 898 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 899 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 900 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 901 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 902 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 903 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 904 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 905 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 906 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 907 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 908 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 909 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 910 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 911 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 912 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 913 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 914 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 915 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 916 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 917 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 918 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 919 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 920 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 921 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 922 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 923 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 924 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 925 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 926 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 927 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 928 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 929 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 930 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 931 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 932 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 933 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 934 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 935 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 936 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 937 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 938 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 939 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 940 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 941 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 942 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 943 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 944 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 945 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 946 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 947 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 948 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 949 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 950 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 951 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 952 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 953 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 954 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 955 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 956 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 957 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 958 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 959 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 960 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 961 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 962 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 963 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 964 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 965 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 966 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 967 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 968 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 969 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 970 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 971 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 972 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 973 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 974 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 975 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 976 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 977 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 978 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 979 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 980 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 981 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 982 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 983 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 984 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 985 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 986 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 987 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 988 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 989 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 990 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 991 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 992 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 993 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 994 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 995 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 996 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 997 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 998 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 999 ESTIMATION WITH BOOTSTRAP DRAW NUMBER 1000 Beginning Time: 15:00:48 Ending Time: 15:00:49 Elapsed Time: 00:00:01 Output saved in 'reg-02-2.out'.
9 Review the Results
Click reg-02-2.out to see the output.