## Results ### Alliteration Test: ``` Family: gaussian Link function: identity Formula: RT ~ Type + te(Block, Num_in_block, bs = c("fs"), m = 1, by = Type) Parametric coefficients: Estimate Std. Error t value Pr(>|t|) TypeA_GG 1081.47 32.45 33.326 < 2e-16 *** TypeA_GX 130.29 45.89 2.839 0.00463 ** TypeA_GV -31.57 42.67 -0.740 0.45959 TypeA_VG -27.21 42.53 -0.640 0.52244 TypeA_XG 100.19 44.98 2.227 0.02620 * TypeA_XX 32.98 44.50 0.741 0.45885 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Approximate significance of smooth terms: edf Ref.df F p-value te(Block,Num_in_block):TypeA_GG 4.3235 24 0.712 0.000747 *** te(Block,Num_in_block):TypeA_GX 0.6105 24 0.035 0.229037 te(Block,Num_in_block):TypeA_GV 1.2914 24 0.092 0.148017 te(Block,Num_in_block):TypeA_VG 2.0432 24 0.310 0.010617 * te(Block,Num_in_block):TypeA_XG 2.4671 24 0.141 0.173638 te(Block,Num_in_block):TypeA_XX 3.9038 24 0.415 0.012594 * --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 R-sq.(adj) = 0.0714 Deviance explained = 9.36% fREML = 5994.2 Scale est. = 1.3495e+05 n = 822 ``` #### GG=GV=VG=XX\<GX\<XG Stimuli types: |Type|先聽到|後聽到| |-|-|-| |GG|光|歸| |GX|光|高| |GV|光|估| |VG|估|光| |XG|高|光| |XX|高|勾| |XX_S|該|乾| |XX_D|高|勾| |filler|男|剛| G:ㄧ、ㄨ作為prenuclear glide V:ㄧ、ㄨ作為nucleus X:沒有ㄧ、ㄨ filler: 沒有押頭/尾韻 #### Post-hoc analysis of XX_S/XX_D ``` Family: gaussian Link function: identity Formula: RT ~ New_Type + te(Block, Num_in_block, bs = c("fs"), m = 1, by = New_Type) Parametric coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 1081.35 32.53 33.242 < 2e-16 *** New_TypeA_GX 131.39 45.99 2.857 0.00439 ** New_TypeA_GV -31.01 42.77 -0.725 0.46862 New_TypeA_VG -27.54 42.64 -0.646 0.51858 New_TypeA_XG 100.06 45.09 2.219 0.02677 * New_TypeA_XX_S 28.69 67.13 0.427 0.66924 New_TypeA_XX_D 26.07 48.46 0.538 0.59078 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Approximate significance of smooth terms: edf Ref.df F p-value te(Block,Num_in_block):New_TypeA_GG 4.2211567 24 0.687 0.000944 *** te(Block,Num_in_block):New_TypeA_GX 0.5013736 24 0.027 0.250713 te(Block,Num_in_block):New_TypeA_GV 1.1186643 24 0.078 0.164019 te(Block,Num_in_block):New_TypeA_VG 2.0250320 24 0.303 0.011500 * te(Block,Num_in_block):New_TypeA_XG 2.2801276 24 0.127 0.187542 te(Block,Num_in_block):New_TypeA_XX_S 0.0009296 24 0.000 0.764323 te(Block,Num_in_block):New_TypeA_XX_D 3.3237811 24 0.296 0.029477 * --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 R-sq.(adj) = 0.0643 Deviance explained = 8.65% fREML = 5989.5 Scale est. = 1.3572e+05 n = 822 ``` => No difference between XX_S/XX_D ### Rhyming Test: ``` Family: gaussian Link function: identity Formula: RT ~ Type + te(Block, Num_in_block, bs = c("fs"), m = 1, by = Type) Parametric coefficients: Estimate Std. Error t value Pr(>|t|) TypeR_GG 1116.191 48.212 23.152 <2e-16 *** TypeR_GO 2.541 64.784 0.039 0.9687 TypeR_GX 130.545 66.328 1.968 0.0500 * TypeR_OG 120.779 64.512 1.872 0.0621 . TypeR_XG 158.573 65.564 2.419 0.0162 * TypeR_XX 88.808 65.179 1.363 0.1740 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Approximate significance of smooth terms: edf Ref.df F p-value te(Block,Num_in_block):TypeR_GG 1.9409530 24 0.167 0.0969 . te(Block,Num_in_block):TypeR_GO 1.4541591 24 0.074 0.2645 te(Block,Num_in_block):TypeR_GX 6.6194462 24 0.589 0.0110 * te(Block,Num_in_block):TypeR_OG 0.0005225 24 0.000 0.7134 te(Block,Num_in_block):TypeR_XG 1.5871937 24 0.169 0.0504 . te(Block,Num_in_block):TypeR_XX 1.2389364 24 0.103 0.1122 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 R-sq.(adj) = 0.0815 Deviance explained = 13.2% fREML = 2320.9 Scale est. = 1.1476e+05 n = 324 ``` #### GG=GO=OG=XX>GX>XG O是指ㄧ、ㄨ作為onset(例如腰、汪)