write me a pine script to perform augmented dickey-fuller test to test if the Z-scores of ROC on EMA are mean-reverting.

hey I can create your Pine script indicator or strategy as you can see I have good experience in developing Pine scripts and I am also professional trader so I can understand all your requirements and convert them in strategy or indicator let me know when we can speak

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Dear Project Owner, I am excited to offer my services for your project to develop a Pine Script on TradingView that will help analyze the mean-reverting properties of Z-scores derived from the ROC on EMA. As an experienced Pine Script developer with a strong background in financial markets and statistical analysis, I understand the complexity and the technical precision required for your project. Project Understanding: You need a script that calculates the Z-scores of ROC on EMA and performs an augmented Dickey-Fuller test to assess mean reversion. Given the limitations within Pine Script for conducting such advanced statistical tests directly, my approach includes creating an effective workaround that utilizes Pine Script for data preparation and visualization, combined with external statistical tools for the execution of the ADF test. Proposal Outline: Pine Script Development: Develop the script to calculate and plot the Z-scores of ROC based on EMA in TradingView. Statistical Analysis Guidance: Provide guidance on how to export this data and use external tools (like Python or R) to perform the ADF test. Integration and Visualization: Offer strategies to import the ADF test results back into TradingView for comprehensive visualization. Best regards, Forex Coder

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Hello, my name is Karim and though my profile emphasizes my network administration skills, I'm also quite adept with statistics. Having amassed considerable experience in IT service management and system administration, I have grown to appreciate the significance of data-driven decision-making - an attribute crucial for your project's success. My expertise extends beyond configuring MikroTik servers and routers; I hold a genuine passion for utilizing technology to empower communities through bridging crucial data gaps. Moreover, my Certifications as a Microsoft Certified System Administrator and Cisco Certified Network Associate indicates a meticulous approach to ensuring optimal network performance. Trust in my problem-solving abilities and commitment to staying at the cutting edge of this technical landscape through ongoing professional development. I embrace the challenge you've put forth as an opportunity to use my existing skillset and learn something new. Together we can devise not just a functional but an intuitive TradingView visualization of your Z-scores of ROC on EMA analysis. Let's work together to generate actionable insights from your data that can translate into tangible trading strategies!