pls regression analysis
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2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Peng Zheng ◽  
Tao Liang ◽  
Jing An ◽  
Lei Shi

AbstractToe fringe is the most typical morphological feature of lizards adapted to sandy environments, and it is simple in shape, can evolve repeatedly, and has a high degree of repetition; therefore, this feature is suitable for testing the adaptive convergence suggested by form-environment correlations. Phrynocephalus mystaceus mainly lives in dune habitats, has a developed bilateral toe fringe, and exhibits fast sand-burying behavior for predator avoidance. We tested the effects of resecting the medial and bilateral toe fringes on the locomotor performance and sand-burying performance of P. mystaceus. The results showed that the maximum sprint speed and acceleration on sand substrate did not significantly differ under different conditions (P > 0.05). Sand-burying performance scores of the unresected individuals were significantly greater than those of the resected individuals (P < 0.05). A partial least squares (PLS) regression analysis showed that the relative area of toe fringe was the main factor affecting the sand-burying performance of unresected P. mystaceus. For lizards without fringe, the PLS regression showed that the swinging index of the hind-limb was the main factor affecting the sand-burying performance of the lizard. A comparison of the swinging indexes of the hind-limb of the lizard under three states revealed that under the unresected states, the frequency of the swinging of the hind-limb was significantly higher than those of lizards with resected bilateral fringes, further indicating that the lizards compensated for the loss of fringe by increasing the time and frequency of swinging of the hind-limb. A path analysis also showed that the fringe affected the sand-burying performance of P. mystaceus not only directly but also indirectly by affecting the frequency of the swinging of the hind-limb. After the bilateral toe fringe was removed, a significant negative correlation between locomotor and sand-burying performance was observed (P < 0.05). Taken together, these results provide experimental evidence that toe fringe is positively associated with the sand-burying performance of P. mystaceus.


Author(s):  
Azuwandri Azuwandri ◽  
Retno Agustina Ekaputri ◽  
Sunoto Sunoto

The purpose of this study was to Analyze Effects of Long Road Infrastructure Development, Energy Electricity, Telephone and Water to Economic Growth. The analytical method used to achieve this goal is by using PLS regression analysis model Fixed Effects. Type of key data used secondary data is district / municipality located in the province of Bengkulu years 2009‐2013. The result using 7.0 eviews Program found that the factors positively and significantly affect economic growth during the years 2009‐2013 Bengkulu province is the observation variable length Roads, Energy and Water, although variable Phone has a negative correlation, but a significant impact on economic growth.


PLoS ONE ◽  
2017 ◽  
Vol 12 (12) ◽  
pp. e0189677 ◽  
Author(s):  
Alamgir Kabir ◽  
Md. Jahanur Rahman ◽  
Abu Ahmed Shamim ◽  
Rolf D. W. Klemm ◽  
Alain B. Labrique ◽  
...  

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