AIM Treasurers Money Market Fund Forecast - Polynomial Regression

IPVXX Fund

USD 1.00 3.10 75.61%

IPVXX Money Market Fund Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast AIM Treasurers historical stock prices and determine the direction of AIM Treasurers Series's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of AIM Treasurers historical fundamentals such as revenue growth or operating cash flow patterns.

Please see fundamental analysis of AIM Treasurers to check your projections.

Most investors in AIM Treasurers cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the AIM Treasurers' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets AIM Treasurers' price structures and extracts relationships that further increase the generated results' accuracy.

AIM Treasurers polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for AIM Treasurers Series as well as the accuracy indicators are determined from the period prices.

More About Polynomial Regression All Equity Analysis

AIM Treasurers Polynomial Regression Price Forecast For the 23rd of March

Given 90 days horizon, the Polynomial Regression forecasted value of AIM Treasurers Series on the next trading day is expected to be 2.85 with a mean absolute deviation of 0.39, mean absolute percentage error of 0.37, and the sum of the absolute errors of 23.98.

Please note that although there have been many attempts to predict IPVXX Money Market Fund prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that AIM Treasurers' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AIM Treasurers Money Market Fund Forecast Pattern

AIM Treasurers Forecasted Value

In the context of forecasting AIM Treasurers' Money Market Fund value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. AIM Treasurers' downside and upside margins for the forecasting period are 0.01 and 40.31, respectively. We have considered AIM Treasurers' daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.

Market Value 1.00

0.01

Downside

2.85

Expected Value

Target Odds

Above Odds

Below Odds

40.31

Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of AIM Treasurers money market fund data series using in forecasting. Note that when a statistical model is used to represent AIM Treasurers money market fund, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.

AIC	Akaike Information Criteria	117.1247
Bias	Arithmetic mean of the errors	None
MAD	Mean absolute deviation	0.393
MAPE	Mean absolute percentage error	0.1947
SAE	Sum of the absolute errors	23.9756

A single variable polynomial regression model attempts to put a curve through the AIM Treasurers historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a₀ + a₁*X + a₂*X² + a₃*X³ + ... + a_m*X^m

Predictive Modules for AIM Treasurers

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AIM Treasurers Series. Regardless of method or technology, however, to accurately forecast the stock or bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

Sophisticated investors, who have witnessed many market ups and downs, frequently view the market will even out over time. This tendency of AIM Treasurers' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy. Please use the tools below to analyze the current value of AIM Treasurers in the context of predictive analytics.

Hype

Prediction

Low	Estimated Value	High
0.05	1.00	38.47

Details

Intrinsic

Valuation

Low	Real Value	High
0.05	0.99	38.46

Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as AIM Treasurers. Your research has to be compared to or analyzed against AIM Treasurers' peers to derive any actionable benefits. When done correctly, AIM Treasurers' competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in AIM Treasurers Series.

Other Forecasting Options for AIM Treasurers

For every potential investor in IPVXX, whether a beginner or expert, AIM Treasurers' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. IPVXX Money Market Fund price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in IPVXX. Basic forecasting techniques help filter out the noise by identifying AIM Treasurers' price trends.

AIM Treasurers Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with AIM Treasurers money market fund to make a market-neutral strategy. Peer analysis of AIM Treasurers could also be used in its relative valuation, which is a method of valuing AIM Treasurers by comparing valuation metrics with similar companies.

ICON LONGSHORT FUNDMalaga FinancialRYU ApparelOrea Mining CorpDallasnews CorpMorningstar UnconstrainedAeye IncWalt DisneyAmerican AirlinesAlcoa CorpApple IncBest BuyCitigroupSentinelOneCVS Health Corp

Risk & Return

Correlation

AIM Treasurers Series Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of AIM Treasurers' price movements, , a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of AIM Treasurers' current price.

	Cycle Indicators
	Math Operators
	Math Transform
	Momentum Indicators
	Overlap Studies
	Pattern Recognition
	Price Transform
	Statistic Functions
	Volatility Indicators
	Volume Indicators

AIM Treasurers Risk Indicators

The analysis of AIM Treasurers' basic risk indicators is one of the essential steps in helping accuretelly forecast its future price. The process involves identifying the amount of risk involved in AIM Treasurers' investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting AIM Treasurers stock price, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.

	Mean Deviation	8.45
	Semi Deviation	13.17
	Standard Deviation	36.92
	Variance	1363.06
	Downside Variance	1381.85
	Semi Variance	173.45
	Expected Short fall	(11.95)

Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards AIM Treasurers in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, AIM Treasurers' short interest history, or implied volatility extrapolated from AIM Treasurers options trading.

Becoming a Better Investor with Macroaxis

Macroaxis puts the power of mathematics on your side. We analyze your portfolios and positions such as AIM Treasurers Series using complex mathematical models and algorithms, but make them easy to understand. There is no real person involved in your portfolio analysis. We perform a number of calculations to compute absolute and relative portfolio volatility, correlation between your assets, value at risk, expected return as well as over 100 different fundamental and technical indicators.

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Please see fundamental analysis of AIM Treasurers to check your projections. You can also try Equity Valuation module to check real value of public entities based on technical and fundamental data.

Complementary Tools for analysis

When running AIM Treasurers Series price analysis, check to measure AIM Treasurers' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy AIM Treasurers is operating at the current time. Most of AIM Treasurers' value examination focuses on studying past and present price action to predict the probability of AIM Treasurers' future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move AIM Treasurers' price. Additionally, you may evaluate how the addition of AIM Treasurers to your portfolios can decrease your overall portfolio volatility.

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Please note, there is a significant difference between AIM Treasurers' value and its price as these two are different measures arrived at by different means. Investors typically determine AIM Treasurers value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, AIM Treasurers' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.

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	Naive Prediction
	Simple Exponential Smoothing
	Double Exponential Smoothing
	Triple Exponential Smoothing
	Simple Regression
	Polynomial Regression
	Simple Moving Average
	4 Period Moving Average
	8 Period Moving Average
	20 Period Moving Average