lab:projects:19time_delay_embedding_dfa:index
Time delay embedding for DFA
- Non-stationary data
Programs
- Mplus input file for continuous data
TITLE: categorical DFM DATA: FILE = data1.txt; VARIABLE: NAMES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; USEVARIABLES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; MODEL: !Lag 0 f11 by y11 @ 1; f11 by y12 (l1); f11 by y13 (l2); f11 by y14 (l3); f12 by y15 @ 1; f12 by y16 (l4); f12 by y17 (l5); f12 by y18 (l6); !Lag 1 f21 by y21 @ 1; f21 by y22 (l1); f21 by y23 (l2); f21 by y24 (l3); f22 by y25 @ 1; f22 by y26 (l4); f22 by y27 (l5); f22 by y28 (l6); f11 WITH f12; f21 WITH f22; !Autoregressive parts f21 on f11 (b1); f21 on f12 (b2); f22 on f11 (b3); f22 on f12 (b4); y11 (s1); y21 (s1); y12 (s2); y22 (s2); y13 (s3); y23 (s3); y14 (s4); y24 (s4); y15 (s5); y25 (s5); y16 (s6); y26 (s6); y17 (s7); y27 (s7); y18 (s8); y28 (s8); - Mplus input file for continuous data and bootstrap error
TITLE: Continuous with bootstrap error; DATA: FILE = data1.txt; VARIABLE: NAMES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; USEVARIABLES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; ANALYSIS: BOOTSTRAP = 1000 (res); MODEL: !Lag 0 f11 by y11 @ 1; f11 by y12 (l1); f11 by y13 (l2); f11 by y14 (l3); f12 by y15 @ 1; f12 by y16 (l4); f12 by y17 (l5); f12 by y18 (l6); !Lag 1 f21 by y21 @ 1; f21 by y22 (l1); f21 by y23 (l2); f21 by y24 (l3); f22 by y25 @ 1; f22 by y26 (l4); f22 by y27 (l5); f22 by y28 (l6); f11 WITH f12; f21 WITH f22; !Autoregressive parts f21 on f11 (b1); f21 on f12 (b2); f22 on f11 (b3); f22 on f12 (b4); y11 (s1); y21 (s1); y12 (s2); y22 (s2); y13 (s3); y23 (s3); y14 (s4); y24 (s4); y15 (s5); y25 (s5); y16 (s6); y26 (s6); y17 (s7); y27 (s7); y18 (s8); y28 (s8); - Mplus input file for categorical data analysis
TITLE: Categorical data analysis; DATA: FILE = data1.txt; VARIABLE: NAMES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; USEVARIABLES = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; Categorical = y11 y12 y13 y14 y15 y16 y17 y18 y21 y22 y23 y24 y25 y26 y27 y28; MODEL: !Lag 0 f11 by y11 @ 1; f11 by y12 (l1); f11 by y13 (l2); f11 by y14 (l3); f12 by y15 @ 1; f12 by y16 (l4); f12 by y17 (l5); f12 by y18 (l6); !Lag 1 f21 by y21 @ 1; f21 by y22 (l1); f21 by y23 (l2); f21 by y24 (l3); f22 by y25 @ 1; f22 by y26 (l4); f22 by y27 (l5); f22 by y28 (l6); f11 WITH f12; f21 WITH f22; !Autoregressive parts f21 on f11 (b1); f21 on f12 (b2); f22 on f11 (b3); f22 on f12 (b4);