Principal Financial Stock Forecast - Simple Regression

PFG Stock  USD 85.73  1.03  1.22%   
The Simple Regression forecasted value of Principal Financial Group on the next trading day is expected to be 87.64 with a mean absolute deviation of 2.41 and the sum of the absolute errors of 146.83. Principal Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Principal Financial's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The Principal Financial's current Receivables Turnover is estimated to increase to 13.29. The Principal Financial's current Fixed Asset Turnover is estimated to increase to 20.34. The Principal Financial's current Net Income Applicable To Common Shares is estimated to increase to about 5.8 B, while Common Stock Shares Outstanding is projected to decrease to roughly 238.2 M.
Simple Regression model is a single variable regression model that attempts to put a straight line through Principal Financial price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Principal Financial Simple Regression Price Forecast For the 26th of November

Given 90 days horizon, the Simple Regression forecasted value of Principal Financial Group on the next trading day is expected to be 87.64 with a mean absolute deviation of 2.41, mean absolute percentage error of 8.28, and the sum of the absolute errors of 146.83.
Please note that although there have been many attempts to predict Principal Stock 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 Principal Financial's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Principal Financial Stock Forecast Pattern

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Principal Financial Forecasted Value

In the context of forecasting Principal Financial's Stock 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. Principal Financial's downside and upside margins for the forecasting period are 86.14 and 89.14, respectively. We have considered Principal Financial's 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
85.73
87.64
Expected Value
89.14
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Principal Financial stock data series using in forecasting. Note that when a statistical model is used to represent Principal Financial stock, 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.
AICAkaike Information Criteria120.2243
BiasArithmetic mean of the errors None
MADMean absolute deviation2.4071
MAPEMean absolute percentage error0.0283
SAESum of the absolute errors146.8313
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Principal Financial Group historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Principal Financial

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Principal Financial. Regardless of method or technology, however, to accurately forecast the stock 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.
Hype
Prediction
LowEstimatedHigh
84.2385.7287.21
Details
Intrinsic
Valuation
LowRealHigh
78.8580.3494.30
Details
Bollinger
Band Projection (param)
LowMiddleHigh
84.4285.3986.36
Details
12 Analysts
Consensus
LowTargetHigh
68.8175.6283.94
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Principal Financial. Your research has to be compared to or analyzed against Principal Financial's peers to derive any actionable benefits. When done correctly, Principal Financial's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Principal Financial.

Other Forecasting Options for Principal Financial

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

Principal Financial 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 Principal Financial stock to make a market-neutral strategy. Peer analysis of Principal Financial could also be used in its relative valuation, which is a method of valuing Principal Financial by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Principal Financial 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 Principal Financial's 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 Principal Financial's current price.

Principal Financial Market Strength Events

Market strength indicators help investors to evaluate how Principal Financial stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Principal Financial shares will generate the highest return on investment. By undertsting and applying Principal Financial stock market strength indicators, traders can identify Principal Financial Group entry and exit signals to maximize returns.

Principal Financial Risk Indicators

The analysis of Principal Financial's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Principal Financial's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting principal stock prices, 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.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Currently Active Assets on Macroaxis

When determining whether Principal Financial is a strong investment it is important to analyze Principal Financial's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Principal Financial's future performance. For an informed investment choice regarding Principal Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Principal Financial to cross-verify your projections.
You can also try the FinTech Suite module to use AI to screen and filter profitable investment opportunities.
Is Life & Health Insurance space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Principal Financial. If investors know Principal will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Principal Financial listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.06)
Dividend Share
2.79
Earnings Share
(0.74)
Revenue Per Share
59.953
Quarterly Revenue Growth
(0.34)
The market value of Principal Financial is measured differently than its book value, which is the value of Principal that is recorded on the company's balance sheet. Investors also form their own opinion of Principal Financial's value that differs from its market value or its book value, called intrinsic value, which is Principal Financial's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Principal Financial's market value can be influenced by many factors that don't directly affect Principal Financial's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Principal Financial's value and its price as these two are different measures arrived at by different means. Investors typically determine if Principal Financial is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Principal Financial's 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.