The bulk motion of star clusters can be determined after careful membership analysis using parametric or non-parametric approaches. This study aims to implement non-parametric membership analysis based on Binned Kernel Density Estimators which takes into account measurements errors (simply called BKDEe) to determine the average proper motion of each cluster. This method is applied to 178 selected star clusters with angular diameters less than 20 arcminutes. Proper motion data from UCAC4 are used for membership determination. Non-parametric analysis using BKDE-e successfully determined the average proper motion of 129 clusters, with good accuracy. Compared to COCD and NCOVOCC, there are 79 clusters with less than 3σ difference. Moreover, we are able to analyse the distribution of the member stars in vector point diagrams which is not always a normal distribution.

ABSTRACT
1. INTRODUCTION
2. BKDE-e IN BRIEF
3. KINEMATIC DATA
4. RESULTS AND DISCUSSION
REFERENCES

• Rhorom Priyatikanto(Astronomy Program, Institut Teknologi Bandung/National Institute of Aeronautics and Space)
• Mochamad Ikbal Arifyanto(Astronomy Program, Institut Teknologi Bandung)