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equity instruments simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for price are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as ###3### prices get older.
This simple exponential smoothing model begins by setting price forecast for the second period equal to the observation of the first period. In other words, recent equity instruments observations are given relatively more weight in forecasting than the older observations.

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You can quickly originate your optimal portfoio using our predefined set of ideas and optimize them against your very unique investing style. A single investing idea is a collection of funds, stocks, ETFs, or cryptocurrencies that are programmatically selected from a pull of investment themes. After you determine your investment opportunity, you can then find an optimal portfolio that will maximize potential returns on the chosen idea or minimize its exposure to market volatility.

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Office Supplies
Office Supplies Theme
Companies producing and selling office supplies, and accessories. The Office Supplies theme has 46 constituents at this time.
You can either use a buy-and-hold strategy to lock in the entire theme or actively trade it to take advantage of the short-term price volatility of individual constituents. Macroaxis can help you discover thousands of investment opportunities in different asset classes. In addition, you can partner with us for reliable portfolio optimization as you plan to utilize Office Supplies Theme or any other thematic opportunities.
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Note that this page's information should be used as a complementary analysis to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Portfolio Volatility module to check portfolio volatility and analyze historical return density to properly model market risk.

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